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dart_llm-L1-T1-001
Move Excavator 1 and Dump Truck 1 to the puddle area, then command all robots to avoid the puddle.
{ "tasks": [ { "task": "move_excavator_and_dump_to_puddle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "avoid_puddle_all_robots", "instruction_function": { "name": "avoid_areas_for_all_robots", "robot_ids": null, "dependencies": [ "move_excavator_and_dump_to_puddle" ], "object_keywords": [ "puddle1" ], "robot_type": [ "dump_truck", "excavator" ] } } ] }
dart_llm-L1-T2-001
Direct Excavator 1 to the obstacle, perform excavation, then proceed to unload.
{ "tasks": [ { "task": "excavator_to_obstacle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator_to_obstacle" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T1-002
Send Excavator 2 to the rock area and then command it to avoid the obstacle.
{ "tasks": [ { "task": "move_excavator_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "avoid_obstacle_excavator_2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator_to_rock_area" ], "object_keywords": [ "obstacle1" ], "robot_type": null } } ] }
dart_llm-L1-T1-003
Direct Dump Truck 2 to the dumping site near soil area 2.
{ "tasks": [ { "task": "move_dump_truck_to_dumping_site_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil2", "dumping_site" ], "robot_type": null } } ] }
dart_llm-L1-T2-002
Send Excavator 1 to obstacle 2, perform excavation.
{ "tasks": [ { "task": "excavator_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator_to_obstacle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-003
Guide Dump Truck 1 to the starting position and unload.
{ "tasks": [ { "task": "dump_truck_to_starting_position", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck_unload", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck_to_starting_position" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-001
Move Excavator 1 to soil area 1, perform excavation, then move to soil area 2 and excavate again.
{ "tasks": [ { "task": "move_excavator_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "move_excavator_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator_to_soil2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-002
Guide Dump Truck 2 to collect at starting position, then proceed to dumping site near puddle 1.
{ "tasks": [ { "task": "dump_truck_to_starting_position", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_load", "instruction_function": { "name": "DumpLoading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck_to_starting_position" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck_to_dumping_site_puddle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_load" ], "object_keywords": [ "puddle1", "dumping_site" ], "robot_type": null } }, { "task": "dump_unload_puddle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck_to_dumping_site_puddle1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T1-001
Send Excavator 1 and Dump Truck 1 to the soil area; Excavator 1 will excavate and unload, followed by Dump Truck 1 proceeding to the puddle for unloading.
{ "tasks": [ { "task": "move_to_soil_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_unload_puddle", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "unload_task" ], "object_keywords": [ "puddle1" ], "robot_type": null } } ] }
dart_llm-L2-T2-001
Move Excavator 1 and Dump Truck 1 to soil area 2; Excavator 1 will excavate and unload, then Dump Truck 1 returns to the starting position to unload.
{ "tasks": [ { "task": "move_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_return_unload", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T1-002
Send Excavator 1 and Dump Truck 2 to soil area 3; Excavator 1 will excavate and unload, then Dump Truck 2 will move to obstacle 1 for unloading.
{ "tasks": [ { "task": "move_to_soil_area3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task" ], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "dump_unload_obstacle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_to_obstacle1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T2-002
Move Excavator 2 and Dump Truck 1 to rock area; Excavator 2 will excavate and unload, then Dump Truck 1 will proceed to puddle 2 for unloading.
{ "tasks": [ { "task": "move_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_to_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "dump_unload_puddle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_to_puddle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T1-003
Send Excavator 2 and Dump Truck 2 to obstacle 2; Excavator 2 will excavate while Dump Truck 2 avoids puddle 2.
{ "tasks": [ { "task": "move_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "avoid_puddle_dump_truck_2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "move_to_obstacle2" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T2-003
Direct Excavator 1 and Dump Truck 1 to the rock area; after excavation, both robots proceed independently to their respective starting positions.
{ "tasks": [ { "task": "move_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_return_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck_return_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T3-001
Excavator 1 and Dump Truck 1 proceed to soil area 1, after completing excavation and unloading, move both to soil area 2 for another excavation and unloading.
{ "tasks": [ { "task": "move_to_soil_area1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_unload_soil1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [ "dump_unload_soil1" ], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_unload_soil2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_soil2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T3-002
Excavator 2 and Dump Truck 2 proceed to soil area 3; Excavator 2 will excavate and unload, all robots must avoid puddle 2 during the task.
{ "tasks": [ { "task": "move_to_soil_area3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "avoid_puddle_all_robots", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [ "move_to_soil_area3" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "avoid_puddle_all_robots" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T1-001
Guide Excavator 1 to the obstacle for excavation and unloading, then move both Excavator 1 and Dump Truck 1 to the soil area for another excavation and unloading. Finally, send Dump Truck 1 to the puddle for unloading.
{ "tasks": [ { "task": "excavator_to_obstacle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task_obstacle", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator_to_obstacle" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task_obstacle", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_obstacle" ], "object_keywords": [], "robot_type": null } }, { "task": "move_to_soil", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [ "unload_task_obstacle" ], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task_soil", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_unload_puddle", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "unload_task_soil" ], "object_keywords": [ "puddle1" ], "robot_type": null } } ] }
dart_llm-L3-T2-001
Direct Excavator 1 to the obstacle for excavation and unloading, then command all robots to proceed to the puddle area.
{ "tasks": [ { "task": "excavator_to_obstacle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator_to_obstacle" ], "object_keywords": [], "robot_type": null } }, { "task": "all_to_puddle", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "excavation_task" ], "object_keywords": [ "puddle1" ], "robot_type": [ "excavator", "dump_truck" ] } } ] }
dart_llm-L3-T1-002
Guide Excavator 1 and Dump Truck 1 to soil area 1 and Excavator 2 and Dump Truck 2 to soil area 2; both teams should excavate and unload simultaneously, then send all dump trucks to the puddle area for unloading.
{ "tasks": [ { "task": "move_team1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "move_team2_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_team1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_team1_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_team2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_team2_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task_team1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_team1" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task_team2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_team2" ], "object_keywords": [], "robot_type": null } }, { "task": "move_dump_trucks_to_puddle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01", "robot_dump_truck_02" ], "dependencies": [ "unload_task_team1", "unload_task_team2" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "dump_unload_puddle", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01", "robot_dump_truck_02" ], "dependencies": [ "move_dump_trucks_to_puddle" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T2-002
After Excavator 1 completes excavation at obstacle 1 and unloads, command all robots to proceed to starting position, and then proceed to soil area 2 for another excavation.
{ "tasks": [ { "task": "excavator_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task_obstacle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task_obstacle1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "move_all_to_starting_position", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "unload_task_obstacle1" ], "object_keywords": [ "starting_position" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "move_all_to_starting_position" ], "object_keywords": [ "soil2" ], "robot_type": [ "excavator" ] } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T3-001
Excavator 1 and Excavator 2 proceed to obstacle 1 and soil area 2 respectively. After completing excavation and unloading, both excavators and dump trucks should avoid puddle 1 and regroup at starting position.
{ "tasks": [ { "task": "excavator1_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavator2_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_excavator1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator1_unloading", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_excavator1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_unloading", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_excavator2" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddle1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_02", "robot_dump_truck_01", "robot_dump_truck_02" ], "dependencies": [ "excavator1_unloading", "excavator2_unloading" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "regroup_at_starting_position", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_puddle1" ], "object_keywords": [ "starting_position" ], "robot_type": [ "excavator", "dump_truck" ] } } ] }
dart_llm-L3-T2-003
After completing excavation at rock area, guide all robots to avoid obstacle 2 and proceed to soil area 3 for another excavation.
{ "tasks": [ { "task": "excavator_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "unload_task_rock", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_obstacle2_all_robots", "instruction_function": { "name": "avoid_areas_for_all_robots", "robot_ids": null, "dependencies": [ "unload_task_rock" ], "object_keywords": [ "obstacle2" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "move_all_to_soil_area3", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_obstacle2_all_robots" ], "object_keywords": [ "soil3" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "excavation_task_soil3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_all_to_soil_area3" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T3-002
Coordinate Excavator 2 and Dump Truck 2 to perform parallel excavation at obstacle 2 and soil area 3 respectively, then meet at dumping area near puddle 2.
{ "tasks": [ { "task": "excavator_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "dump_truck_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_soil3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck_to_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "meet_at_dumping_area_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [ "excavation_task_obstacle2", "excavation_task_soil3" ], "object_keywords": [ "puddle2", "dumping_area" ], "robot_type": null } } ] }
dart_llm-L3-T3-003
Excavator 1, Excavator 2, and Dump Truck 1 coordinate to clear rocks from rock area and soil from soil area 1, avoiding all puddles. After tasks, regroup at starting position.
{ "tasks": [ { "task": "excavator1_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavator2_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "dump_truck1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddles_all_robots", "instruction_function": { "name": "avoid_areas_for_all_robots", "robot_ids": null, "dependencies": [ "excavation_task_rock", "excavation_task_soil1" ], "object_keywords": [ "puddle1", "puddle2" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "regroup_at_starting_position", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_puddles_all_robots" ], "object_keywords": [ "starting_position" ], "robot_type": [ "excavator", "dump_truck" ] } } ] }
dart_llm-L1-T1-004
Move Excavator 2 to the puddle area, then command it to avoid the obstacle.
{ "tasks": [ { "task": "move_excavator2_to_puddle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "excavator2_avoid_obstacle", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator2_to_puddle" ], "object_keywords": [ "obstacle1" ], "robot_type": null } } ] }
dart_llm-L1-T1-005
Guide Dump Truck 2 to the starting position.
{ "tasks": [ { "task": "move_dump_truck2_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L1-T1-006
Send Excavator 3 to soil area 3.
{ "tasks": [ { "task": "move_excavator3_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } } ] }
dart_llm-L1-T2-004
Direct Excavator 2 to the rock area, perform excavation.
{ "tasks": [ { "task": "move_excavator2_to_rock", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator2_to_rock" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-005
Send Dump Truck 3 to the puddle area, proceed to unload.
{ "tasks": [ { "task": "move_dump_truck3_to_puddle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "dump_truck3_unload", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "move_dump_truck3_to_puddle" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-003
Move Excavator 1 to soil area 1, perform excavation, then move to soil area 2 while avoiding puddle 1.
{ "tasks": [ { "task": "move_excavator1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator1_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator1_avoid_puddle1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "move_excavator1_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_avoid_puddle1" ], "object_keywords": [ "soil2" ], "robot_type": null } } ] }
dart_llm-L1-T3-004
Guide Dump Truck 1 to obstacle 2, unload materials, then proceed to the starting position.
{ "tasks": [ { "task": "move_dump_truck1_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "dump_truck1_unload_obstacle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "move_dump_truck1_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "move_dump_truck1_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_unload_obstacle2" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L1-T3-005
Send Excavator 2 to the rock area, perform excavation, avoid obstacle 1, and return to the starting position.
{ "tasks": [ { "task": "move_excavator2_to_rock", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator2_to_rock" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_avoid_obstacle1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "move_excavator2_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_avoid_obstacle1" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L1-T3-006
Direct Dump Truck 1 to collect materials at the starting position, then move to the dumping site near soil area 3.
{ "tasks": [ { "task": "dump_truck1_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck1_load_materials", "instruction_function": { "name": "DumpLoading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_to_start" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_to_dumping_site_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_load_materials" ], "object_keywords": [ "soil3", "dumping_site" ], "robot_type": null } }, { "task": "dump_truck1_unload_soil3", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_to_dumping_site_soil3" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T1-004
Send Excavator 1 and Dump Truck 1 to the puddle area; Excavator 1 will excavate and unload, while Dump Truck 1 avoids obstacles.
{ "tasks": [ { "task": "move_to_puddle_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "dump_truck1_avoid_obstacles", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "move_to_puddle_area" ], "object_keywords": [ "obstacle1", "obstacle2" ], "robot_type": null } }, { "task": "excavation_task_puddle", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_puddle_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_puddle", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_puddle" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T1-005
Guide Excavator 3 and Dump Truck 2 to soil area 3; Excavator 3 will excavate, then Dump Truck 2 unloads at two locations sequentially.
{ "tasks": [ { "task": "move_to_soil_area3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavation_task_soil3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_soil_area3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil3", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_unload_location1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_soil3" ], "object_keywords": [ "location1" ], "robot_type": null } }, { "task": "dump_truck2_unload_location2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_unload_location1" ], "object_keywords": [ "location2" ], "robot_type": null } } ] }
dart_llm-L2-T2-004
Move Excavator 2 and Dump Truck 3 to obstacle 1; Excavator 2 will excavate, then Dump Truck 3 returns to the starting position.
{ "tasks": [ { "task": "move_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task_obstacle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T2-005
Direct Excavator 1 and Dump Truck 1 to soil area 2; Excavator 1 will excavate, then Dump Truck 1 proceeds to puddle 1 and then to obstacle 2 for unloading.
{ "tasks": [ { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_to_puddle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_soil2" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "dump_unload_puddle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_to_puddle1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_unload_puddle1" ], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "dump_unload_obstacle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_to_obstacle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T3-003
Excavator 2 and Dump Truck 2 proceed to the rock area; after excavation, both avoid puddle 2 and return to the starting position.
{ "tasks": [ { "task": "move_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_rock", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddle2_both_robots", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_rock" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "return_to_starting_position", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [ "avoid_puddle2_both_robots" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T3-004
Send Excavator 1 and Dump Truck 3 to soil area 1; after excavation, Dump Truck 3 unloads at three locations in sequence.
{ "tasks": [ { "task": "move_to_soil_area1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_unload_location1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "excavator_unload_task_soil1" ], "object_keywords": [ "location1" ], "robot_type": null } }, { "task": "dump_truck3_unload_location2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_unload_location1" ], "object_keywords": [ "location2" ], "robot_type": null } }, { "task": "dump_truck3_unload_location3", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_unload_location2" ], "object_keywords": [ "location3" ], "robot_type": null } } ] }
dart_llm-L2-T3-005
Coordinate Excavator 2 and Dump Truck 1 to perform excavation at obstacle 2, then avoid puddle 1 and proceed to soil area 2.
{ "tasks": [ { "task": "move_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddle1_both_robots", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_obstacle2" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [ "avoid_puddle1_both_robots" ], "object_keywords": [ "soil2" ], "robot_type": null } } ] }
dart_llm-L2-T3-006
Guide Excavator 3 and Dump Truck 2 to the puddle area; Excavator 3 will excavate and unload, then Dump Truck 2 unloads at obstacle 1.
{ "tasks": [ { "task": "move_to_puddle_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "excavation_task_puddle", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_puddle_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_puddle", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_puddle" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_puddle" ], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "dump_truck2_unload_obstacle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_obstacle1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T1-003
Coordinate Excavator 1, Excavator 2, and Dump Truck 1 to clear soil area 3 and obstacle 1, then dump materials at puddle 2.
{ "tasks": [ { "task": "excavator1_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavator2_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "dump_truck1_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavation_task_soil3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_to_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_obstacle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator1_unload_soil3", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_unload_obstacle1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "move_all_to_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [ "excavator1_unload_soil3", "excavator2_unload_obstacle1" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "dump_unload_puddle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "move_all_to_puddle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T1-004
Guide Excavator 1, Excavator 3, and Dump Truck 2 to the rock area; perform simultaneous excavation, then Dump Truck 2 unloads at the starting position.
{ "tasks": [ { "task": "move_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_03", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_excavator1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavators_unload_rock", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01", "robot_excavator_03" ], "dependencies": [ "excavation_task_excavator1", "excavation_task_excavator3" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavators_unload_rock" ], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck2_unload_start", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_start" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T2-004
After Excavator 2 completes excavation at soil area 3, command all robots to proceed to obstacle 1, avoiding puddle 1.
{ "tasks": [ { "task": "excavator2_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavation_task_soil3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_unload_soil3", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddle1_all_robots", "instruction_function": { "name": "avoid_areas_for_all_robots", "robot_ids": null, "dependencies": [ "excavator2_unload_soil3" ], "object_keywords": [ "puddle1" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "move_all_to_obstacle1", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_puddle1_all_robots" ], "object_keywords": [ "obstacle1" ], "robot_type": [ "excavator", "dump_truck" ] } } ] }
dart_llm-L3-T2-005
Direct Excavator 1 and Dump Truck 1 to soil area 2; after excavation, send all robots to puddle 2 for unloading, avoiding obstacles.
{ "tasks": [ { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_obstacles_all_robots", "instruction_function": { "name": "avoid_areas_for_all_robots", "robot_ids": null, "dependencies": [ "excavator_unload_task_soil2" ], "object_keywords": [ "obstacle1", "obstacle2" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "move_all_to_puddle2", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_obstacles_all_robots" ], "object_keywords": [ "puddle2" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "dump_unload_puddle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "move_all_to_puddle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T3-004
Excavator 1 and Dump Truck 1 proceed to obstacle 1; after excavation, Dump Truck 1 unloads at multiple locations, then all return to the starting position.
{ "tasks": [ { "task": "move_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task_obstacle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_unload_location1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_obstacle1" ], "object_keywords": [ "location1" ], "robot_type": null } }, { "task": "dump_truck1_unload_location2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_unload_location1" ], "object_keywords": [ "location2" ], "robot_type": null } }, { "task": "move_all_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_unload_location2" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L3-T3-005
Coordinate Excavator 2, Dump Truck 2, and Excavator 3 to perform tasks at different locations, then regroup at the starting position, avoiding puddle 2.
{ "tasks": [ { "task": "excavator2_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "dump_truck2_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavator3_to_rock", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_excavator2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavator3_to_rock" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddle2_all", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02", "robot_excavator_03" ], "dependencies": [ "excavation_task_excavator2", "excavation_task_excavator3" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "regroup_at_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02", "robot_excavator_03" ], "dependencies": [ "avoid_puddle2_all" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L3-T3-006
After excavation at the rock area, guide all robots to avoid obstacle 2 and proceed to soil area 3 for another excavation task.
{ "tasks": [ { "task": "excavator_to_rock_area", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01", "robot_excavator_02" ], "dependencies": [ "excavator_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_obstacle2_all_robots", "instruction_function": { "name": "avoid_areas_for_all_robots", "robot_ids": null, "dependencies": [ "excavation_task_rock" ], "object_keywords": [ "obstacle2" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "move_all_to_soil_area3", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_obstacle2_all_robots" ], "object_keywords": [ "soil3" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "excavation_task_soil3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01", "robot_excavator_02" ], "dependencies": [ "move_all_to_soil_area3" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T3-007
Excavator 1, Excavator 2, and Dump Truck 1 coordinate to clear multiple areas, avoiding puddles and obstacles, then unload at the starting position.
{ "tasks": [ { "task": "excavator1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavator2_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "dump_truck1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_excavator1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddles_and_obstacles", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [ "excavation_task_excavator1", "excavation_task_excavator2" ], "object_keywords": [ "puddle1", "puddle2", "obstacle1" ], "robot_type": null } }, { "task": "regroup_at_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [ "avoid_puddles_and_obstacles" ], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "unload_at_start", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "regroup_at_start" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T1-007
Move Excavator 2 to the dumping area near obstacle 1.
{ "tasks": [ { "task": "move_excavator2_to_dumping_area_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "obstacle1", "dumping_area" ], "robot_type": null } } ] }
dart_llm-L1-T1-008
Guide Dump Truck 3 to the rock area.
{ "tasks": [ { "task": "move_dump_truck3_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } } ] }
dart_llm-L1-T1-009
Send Excavator 1 to soil area 2, then command it to avoid puddle 2.
{ "tasks": [ { "task": "move_excavator1_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavator1_avoid_puddle2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator1_to_soil2" ], "object_keywords": [ "puddle2" ], "robot_type": null } } ] }
dart_llm-L1-T1-010
Direct Dump Truck 2 to the starting position, avoiding obstacle 2.
{ "tasks": [ { "task": "move_dump_truck2_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck2_avoid_obstacle2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "move_dump_truck2_to_start" ], "object_keywords": [ "obstacle2" ], "robot_type": null } } ] }
dart_llm-L1-T2-006
Send Excavator 3 to the puddle area, perform excavation.
{ "tasks": [ { "task": "move_excavator3_to_puddle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "excavation_task_puddle", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_excavator3_to_puddle" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-007
Guide Dump Truck 1 to soil area 1, proceed to unload.
{ "tasks": [ { "task": "move_dump_truck1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "dump_truck1_unload_soil1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "move_dump_truck1_to_soil1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-008
Direct Excavator 2 to obstacle 2, perform excavation, then unload.
{ "tasks": [ { "task": "move_excavator2_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator2_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-007
Move Excavator 1 to soil area 1, perform excavation, then move to rock area and excavate again.
{ "tasks": [ { "task": "move_excavator1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator1_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "move_excavator1_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator1_to_rock_area" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-008
Guide Dump Truck 2 to collect materials at obstacle 1, then proceed to dumping site near soil area 2.
{ "tasks": [ { "task": "dump_truck2_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "dump_truck2_load_materials", "instruction_function": { "name": "DumpLoading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_dumping_site_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_load_materials" ], "object_keywords": [ "soil2", "dumping_site" ], "robot_type": null } }, { "task": "dump_truck2_unload_soil2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_dumping_site_soil2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T1-006
Send Excavator 2 and Dump Truck 1 to the rock area; Excavator 2 will excavate and unload, then Dump Truck 1 proceeds to obstacle 1 for unloading.
{ "tasks": [ { "task": "move_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_rock", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_rock" ], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "dump_truck1_unload_obstacle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_to_obstacle1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T1-007
Guide Excavator 3 and Dump Truck 3 to soil area 1; Excavator 3 will excavate, then both robots avoid puddle 1.
{ "tasks": [ { "task": "move_to_soil_area1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_soil_area1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddle1_both_robots", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_03" ], "dependencies": [ "excavator_unload_task_soil1" ], "object_keywords": [ "puddle1" ], "robot_type": null } } ] }
dart_llm-L2-T2-006
Send Excavator 1 and Dump Truck 2 to soil area 2; Excavator 1 will excavate, then Dump Truck 2 returns to starting position and unloads.
{ "tasks": [ { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_return_unload", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_soil2" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T2-007
Direct Excavator 2 and Dump Truck 3 to obstacle 1; after excavation, Dump Truck 3 moves to puddle 2 for unloading.
{ "tasks": [ { "task": "move_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task_obstacle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_to_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "excavator_unload_task_obstacle1" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "dump_unload_puddle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_to_puddle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T3-007
Excavator 3 and Dump Truck 1 proceed to soil area 3; Excavator 3 excavates, then both return to starting position avoiding obstacle 1.
{ "tasks": [ { "task": "move_to_soil_area3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavation_task_soil3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_soil_area3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil3", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_obstacle1_both_robots", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_soil3" ], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "return_to_starting_position", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_01" ], "dependencies": [ "avoid_obstacle1_both_robots" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T3-008
Guide Excavator 2 and Dump Truck 2 to obstacle 2; Excavator 2 excavates and unloads, then Dump Truck 2 unloads at multiple locations.
{ "tasks": [ { "task": "move_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_unload_location1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_obstacle2" ], "object_keywords": [ "location1" ], "robot_type": null } }, { "task": "dump_truck2_unload_location2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_unload_location1" ], "object_keywords": [ "location2" ], "robot_type": null } } ] }
dart_llm-L3-T1-005
Coordinate Excavator 1, Dump Truck 3, and Excavator 2 to clear soil area 1 and rock area simultaneously; then Dump Truck 3 unloads at starting position.
{ "tasks": [ { "task": "excavator1_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavator2_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "dump_truck3_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_excavator1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator1_unload_soil1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_excavator1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_unload_rock", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_excavator2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "excavator1_unload_soil1" ], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck3_unload_start", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_to_start" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T1-006
Guide Excavator 3 and Dump Truck 1 to puddle area; after excavation, both avoid obstacle 1 and proceed to soil area 2 for another excavation.
{ "tasks": [ { "task": "move_to_puddle_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "excavation_task_puddle", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_puddle_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_puddle", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_puddle" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_obstacle1_both_robots", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_puddle" ], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_obstacle1_both_robots" ], "object_keywords": [ "soil2" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_soil_area2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T2-006
After Excavator 1 completes excavation at rock area, command all robots to proceed to starting position, then proceed to obstacle 2 for another excavation, avoiding puddle 2.
{ "tasks": [ { "task": "excavator1_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator1_unload_rock", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [], "robot_type": null } }, { "task": "move_all_to_starting_position", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "excavator1_unload_rock" ], "object_keywords": [ "starting_position" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "avoid_puddle2_all_robots", "instruction_function": { "name": "avoid_areas_for_all_robots", "robot_ids": null, "dependencies": [ "move_all_to_starting_position" ], "object_keywords": [ "puddle2" ], "robot_type": [ "excavator", "dump_truck" ] } }, { "task": "move_all_to_obstacle2", "instruction_function": { "name": "target_area_for_all_robots", "robot_ids": null, "dependencies": [ "avoid_puddle2_all_robots" ], "object_keywords": [ "obstacle2" ], "robot_type": [ "excavator" ] } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_all_to_obstacle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T3-008
Coordinate Excavator 1, Excavator 2, and Dump Truck 3 to perform tasks at different locations, then regroup at the starting position, avoiding all obstacles.
{ "tasks": [ { "task": "excavator1_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavator2_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "dump_truck3_to_puddle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "excavation_task_excavator1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_to_soil3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_all_obstacles", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_02", "robot_dump_truck_03" ], "dependencies": [ "excavation_task_excavator1", "excavation_task_excavator2" ], "object_keywords": [ "obstacle1", "obstacle2" ], "robot_type": null } }, { "task": "regroup_at_starting_position", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_02", "robot_dump_truck_03" ], "dependencies": [ "avoid_all_obstacles" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L1-T1-011
Move Excavator 3 to the obstacle area.
{ "tasks": [ { "task": "move_excavator3_to_obstacle_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } } ] }
dart_llm-L1-T1-012
Guide Dump Truck 1 to the puddle area, then command it to avoid soil area 1.
{ "tasks": [ { "task": "move_dump_truck1_to_puddle", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "dump_truck1_avoid_soil1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "move_dump_truck1_to_puddle" ], "object_keywords": [ "soil1" ], "robot_type": null } } ] }
dart_llm-L1-T1-013
Send Excavator 2 to rock area 2.
{ "tasks": [ { "task": "move_excavator2_to_rock_area2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "rock2" ], "robot_type": null } } ] }
dart_llm-L1-T1-014
Direct Dump Truck 3 to avoid obstacle 2 and move to soil area 3.
{ "tasks": [ { "task": "dump_truck3_avoid_obstacle2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "move_dump_truck3_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_avoid_obstacle2" ], "object_keywords": [ "soil3" ], "robot_type": null } } ] }
dart_llm-L1-T2-009
Send Excavator 1 to puddle 2, perform excavation.
{ "tasks": [ { "task": "move_excavator1_to_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "excavation_task_puddle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator1_to_puddle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-010
Guide Dump Truck 2 to obstacle 1, proceed to unload.
{ "tasks": [ { "task": "move_dump_truck2_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "dump_truck2_unload_obstacle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "move_dump_truck2_to_obstacle1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-011
Direct Excavator 3 to soil area 2, perform excavation, then unload.
{ "tasks": [ { "task": "move_excavator3_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_excavator3_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator3_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_soil2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-009
Move Excavator 2 to soil area 2, perform excavation, then move to puddle 1 while avoiding obstacle 2.
{ "tasks": [ { "task": "move_excavator2_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator2_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_avoid_obstacle2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_soil2" ], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "move_excavator2_to_puddle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_avoid_obstacle2" ], "object_keywords": [ "puddle1" ], "robot_type": null } } ] }
dart_llm-L1-T3-010
Guide Dump Truck 2 to collect at rock area, then proceed to dumping site near obstacle 2.
{ "tasks": [ { "task": "dump_truck2_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "dump_truck2_load_materials", "instruction_function": { "name": "DumpLoading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_dumping_site_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_load_materials" ], "object_keywords": [ "obstacle2", "dumping_site" ], "robot_type": null } }, { "task": "dump_truck2_unload_obstacle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_dumping_site_obstacle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-011
Send Excavator 1 to obstacle 1, perform excavation, avoid puddle 1, and return to starting position.
{ "tasks": [ { "task": "move_excavator1_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task_obstacle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator1_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator1_avoid_puddle1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "move_excavator1_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavator1_avoid_puddle1" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T1-008
Send Excavator 2 and Dump Truck 3 to soil area 2; Excavator 2 will excavate and unload, then Dump Truck 3 avoids puddle 2.
{ "tasks": [ { "task": "move_to_soil_area2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_soil2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_soil_area2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_avoid_puddle2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "excavator_unload_task_soil2" ], "object_keywords": [ "puddle2" ], "robot_type": null } } ] }
dart_llm-L2-T1-009
Guide Excavator 1 and Dump Truck 2 to the rock area; Excavator 1 will excavate, then Dump Truck 2 unloads at the starting position.
{ "tasks": [ { "task": "move_to_rock_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_rock_area" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_rock", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_rock" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_rock" ], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck2_unload_start", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_start" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T2-008
Move Excavator 3 and Dump Truck 1 to puddle 2; Excavator 3 will excavate, then Dump Truck 1 returns to starting position.
{ "tasks": [ { "task": "move_to_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "excavation_task_puddle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_puddle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_puddle2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_puddle2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_return_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_puddle2" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T2-009
Direct Excavator 2 and Dump Truck 2 to obstacle 1; after excavation, Dump Truck 2 proceeds to soil area 3 for unloading.
{ "tasks": [ { "task": "move_to_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "excavation_task_obstacle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_soil3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_obstacle1" ], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "dump_truck2_unload_soil3", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_soil3" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T3-009
Excavator 3 and Dump Truck 3 proceed to soil area 1; after excavation, both avoid obstacle 1 and puddle 1, then return to starting position.
{ "tasks": [ { "task": "move_to_soil_area1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_soil_area1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_obstacle1_and_puddle1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_03" ], "dependencies": [ "excavator_unload_task_soil1" ], "object_keywords": [ "obstacle1", "puddle1" ], "robot_type": null } }, { "task": "return_to_starting_position", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_03" ], "dependencies": [ "avoid_obstacle1_and_puddle1" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L2-T3-010
Guide Excavator 1 and Dump Truck 1 to obstacle 2; Excavator 1 excavates and unloads, then Dump Truck 1 unloads at multiple locations.
{ "tasks": [ { "task": "move_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_unload_location1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_obstacle2" ], "object_keywords": [ "location1" ], "robot_type": null } }, { "task": "dump_truck1_unload_location2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_unload_location1" ], "object_keywords": [ "location2" ], "robot_type": null } }, { "task": "dump_truck1_unload_location3", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_unload_location2" ], "object_keywords": [ "location3" ], "robot_type": null } } ] }
dart_llm-L3-T1-007
Coordinate Excavator 2, Excavator 3, and Dump Truck 2 to clear soil area 2 and obstacle 2 simultaneously; then Dump Truck 2 unloads at puddle 1.
{ "tasks": [ { "task": "excavator2_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavator3_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "dump_truck2_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "excavation_task_excavator2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator3", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavator3_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_unload_soil2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_excavator2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator3_unload_obstacle2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_excavator3" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_puddle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator2_unload_soil2" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "dump_truck2_unload_puddle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_puddle1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L3-T1-008
Guide Excavator 1, Excavator 2, and Dump Truck 3 to soil area 3; perform simultaneous excavation, then Dump Truck 3 unloads at multiple locations.
{ "tasks": [ { "task": "move_to_soil_area3", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_excavator_02", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "soil3" ], "robot_type": null } }, { "task": "excavation_task_excavator1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_soil_area3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavation_task_excavator2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_soil_area3" ], "object_keywords": [], "robot_type": null } }, { "task": "excavators_unload_soil3", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01", "robot_excavator_02" ], "dependencies": [ "excavation_task_excavator1", "excavation_task_excavator2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_unload_location1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "excavators_unload_soil3" ], "object_keywords": [ "location1" ], "robot_type": null } }, { "task": "dump_truck3_unload_location2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_unload_location1" ], "object_keywords": [ "location2" ], "robot_type": null } }, { "task": "dump_truck3_unload_location3", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_unload_location2" ], "object_keywords": [ "location3" ], "robot_type": null } } ] }
dart_llm-L1-T1-015
Send Excavator 3 to soil area 1 and then command it to avoid rock area 1.
{ "tasks": [ { "task": "move_excavator3_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavator3_avoid_rock_area1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_excavator3_to_soil1" ], "object_keywords": [ "rock1" ], "robot_type": null } } ] }
dart_llm-L1-T1-016
Guide Dump Truck 1 to the starting position, then command it to proceed to obstacle 2.
{ "tasks": [ { "task": "move_dump_truck1_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "move_dump_truck1_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "move_dump_truck1_to_start" ], "object_keywords": [ "obstacle2" ], "robot_type": null } } ] }
dart_llm-L1-T1-017
Send Excavator 1 to the puddle area and avoid soil area 2.
{ "tasks": [ { "task": "move_excavator1_to_puddle_area", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "excavator1_avoid_soil2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_excavator1_to_puddle_area" ], "object_keywords": [ "soil2" ], "robot_type": null } } ] }
dart_llm-L1-T1-018
Direct Dump Truck 2 to rock area 1, then avoid puddle 2.
{ "tasks": [ { "task": "move_dump_truck2_to_rock1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "dump_truck2_avoid_puddle2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "move_dump_truck2_to_rock1" ], "object_keywords": [ "puddle2" ], "robot_type": null } } ] }
dart_llm-L1-T2-012
Send Excavator 3 to obstacle 2, perform excavation.
{ "tasks": [ { "task": "move_excavator3_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_excavator3_to_obstacle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-013
Guide Dump Truck 3 to soil area 2, proceed to unload.
{ "tasks": [ { "task": "move_dump_truck3_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "dump_truck3_unload_soil2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "move_dump_truck3_to_soil2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T2-014
Direct Excavator 2 to soil area 1, perform excavation, then unload.
{ "tasks": [ { "task": "move_excavator2_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator2_to_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_unload_task", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-012
Move Excavator 3 to puddle 2, perform excavation, then move to soil area 1 while avoiding obstacle 1.
{ "tasks": [ { "task": "move_excavator3_to_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "excavation_task_puddle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_excavator3_to_puddle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator3_avoid_obstacle1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_puddle2" ], "object_keywords": [ "obstacle1" ], "robot_type": null } }, { "task": "move_excavator3_to_soil1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavator3_avoid_obstacle1" ], "object_keywords": [ "soil1" ], "robot_type": null } } ] }
dart_llm-L1-T3-013
Guide Dump Truck 1 to collect materials at soil area 2, then proceed to dumping site near puddle 2.
{ "tasks": [ { "task": "dump_truck1_to_soil2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "soil2" ], "robot_type": null } }, { "task": "dump_truck1_load_materials", "instruction_function": { "name": "DumpLoading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_to_soil2" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck1_to_dumping_site_puddle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_load_materials" ], "object_keywords": [ "puddle2", "dumping_site" ], "robot_type": null } }, { "task": "dump_truck1_unload_puddle2", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_01" ], "dependencies": [ "dump_truck1_to_dumping_site_puddle2" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L1-T3-014
Send Excavator 2 to rock area 1, perform excavation, avoid puddle 2, and return to starting position.
{ "tasks": [ { "task": "move_excavator2_to_rock1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [], "object_keywords": [ "rock1" ], "robot_type": null } }, { "task": "excavation_task_rock1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_excavator2_to_rock1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator2_avoid_puddle2", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_rock1" ], "object_keywords": [ "puddle2" ], "robot_type": null } }, { "task": "move_excavator2_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavator2_avoid_puddle2" ], "object_keywords": [ "starting_position" ], "robot_type": null } } ] }
dart_llm-L1-T3-015
Direct Dump Truck 3 to collect at the starting position, then move to the dumping site near obstacle 1.
{ "tasks": [ { "task": "dump_truck3_to_start", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "starting_position" ], "robot_type": null } }, { "task": "dump_truck3_load_materials", "instruction_function": { "name": "DumpLoading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_to_start" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_to_dumping_site_obstacle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_load_materials" ], "object_keywords": [ "obstacle1", "dumping_site" ], "robot_type": null } }, { "task": "dump_truck3_unload_obstacle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "dump_truck3_to_dumping_site_obstacle1" ], "object_keywords": [], "robot_type": null } } ] }
dart_llm-L2-T1-010
Send Excavator 1 and Dump Truck 3 to puddle 1; Excavator 1 will excavate and unload, then Dump Truck 3 avoids rock area 1.
{ "tasks": [ { "task": "move_to_puddle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_01", "robot_dump_truck_03" ], "dependencies": [], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "excavation_task_puddle1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "move_to_puddle1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_puddle1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_01" ], "dependencies": [ "excavation_task_puddle1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck3_avoid_rock1", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_dump_truck_03" ], "dependencies": [ "excavator_unload_task_puddle1" ], "object_keywords": [ "rock1" ], "robot_type": null } } ] }
dart_llm-L2-T1-011
Guide Excavator 2 and Dump Truck 1 to obstacle 2; Excavator 2 will excavate, then both robots avoid puddle 2.
{ "tasks": [ { "task": "move_to_obstacle2", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [], "object_keywords": [ "obstacle2" ], "robot_type": null } }, { "task": "excavation_task_obstacle2", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "move_to_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_obstacle2", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_02" ], "dependencies": [ "excavation_task_obstacle2" ], "object_keywords": [], "robot_type": null } }, { "task": "avoid_puddle2_both_robots", "instruction_function": { "name": "avoid_areas_for_specific_robots", "robot_ids": [ "robot_excavator_02", "robot_dump_truck_01" ], "dependencies": [ "excavator_unload_task_obstacle2" ], "object_keywords": [ "puddle2" ], "robot_type": null } } ] }
dart_llm-L2-T1-012
Send Excavator 3 and Dump Truck 2 to soil area 1; Excavator 3 will excavate and unload, then Dump Truck 2 proceeds to puddle 1 for unloading.
{ "tasks": [ { "task": "move_to_soil_area1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_excavator_03", "robot_dump_truck_02" ], "dependencies": [], "object_keywords": [ "soil1" ], "robot_type": null } }, { "task": "excavation_task_soil1", "instruction_function": { "name": "Excavation", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "move_to_soil_area1" ], "object_keywords": [], "robot_type": null } }, { "task": "excavator_unload_task_soil1", "instruction_function": { "name": "ExcavatorUnloading", "robot_ids": [ "robot_excavator_03" ], "dependencies": [ "excavation_task_soil1" ], "object_keywords": [], "robot_type": null } }, { "task": "dump_truck2_to_puddle1", "instruction_function": { "name": "target_area_for_specific_robots", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "excavator_unload_task_soil1" ], "object_keywords": [ "puddle1" ], "robot_type": null } }, { "task": "dump_unload_puddle1", "instruction_function": { "name": "DumpUnloading", "robot_ids": [ "robot_dump_truck_02" ], "dependencies": [ "dump_truck2_to_puddle1" ], "object_keywords": [], "robot_type": null } } ] }

DART-LLM Tasks Dataset

Description

DART-LLM Tasks is a dataset designed for evaluating language models in robotic task planning and coordination through few-shot learning. It contains 102 natural language instructions paired with their corresponding structured task decompositions and execution plans.

Dataset Structure

  • Total examples: 102
  • Complexity levels:
    • L1 (Basic): 47 examples
    • L2 (Medium): 33 examples
    • L3 (Complex): 22 examples

Features

  • task_id: Unique identifier for each instruction
  • text: Natural language instruction
  • output: Structured task decomposition and execution plan
    • tasks: List of sub-tasks
      • task: Task name/identifier
      • instruction_function: Function specification
        • name: Function name
        • robot_ids: Involved robots
        • dependencies: Task dependencies
        • object_keywords: Relevant objects/locations

Task Categories

  1. Movement Tasks: Navigation to specific areas
  2. Excavation Tasks: Digging operations
  3. Loading/Unloading: Material transfer
  4. Avoidance Tasks: Obstacle and hazard avoidance
  5. Coordination Tasks: Multi-robot operations

Usage

# Using the dataset for few-shot evaluation
from datasets import load_dataset

# Load the dataset
dataset = load_dataset("path/to/dart_llm_tasks")

# Access examples
print(dataset[0])  # First example
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