license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# BFS_LabyrinthExploration

tags: problem-solving, maze, navigation

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:** The dataset `BFS_LabyrinthExploration` comprises various scenarios where individuals encounter labyrinthine challenges that necessitate the application of Breadth First Search (BFS) for navigation and problem-solving. These scenarios are detailed in a CSV format to facilitate machine learning tasks aimed at identifying when BFS is a suitable strategy for maze exploration.

**CSV Content Preview:**

```
id,description,labels
1,"Exploring a complex network of underground tunnels, devoid of any guiding signs, and in need of a systematic method to ensure no paths are missed.",BFS_Applicable,Problem_Solving
2,"In a novel, the protagonist must find their way out of an intricate castle maze, which was designed by a rival character. The maze has no exit until the protagonist finds it by exploring all possible paths.",BFS_Necessary,Maze_Navigation
3,"An escape room with a physical maze that participants must navigate, where the clue to exit is hidden in the structure itself and requires exploring all areas methodically.",BFS_Essential,Problem_Solving
4,"Designing a robot to navigate a room filled with randomly placed obstacles and an exit point located in the least traveled path. The robot must use BFS to find the shortest path to the exit.",BFS_Recommended,Navigation_Challenge
5,"A historical fiction setting where adventurers must traverse a series of interconnected caves, using a methodical search to ensure they don't lose their way.",BFS_Vital,Adventure_Navigation
```

This CSV includes various descriptions of labyrinthine scenarios along with corresponding labels that indicate when Breadth First Search is necessary or recommended. Each row captures a different context in which humans might employ BFS to overcome a challenge related to maze navigation and problem-solving.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'situations where humans require breadth first search to solve a problem':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=situations+where+humans+require+breadth+first+search+to+solve+a+problem&dataset=BFS_LabyrinthExploration&tags=problem-solving,+maze,+navigation
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
