Zican Hu

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authored a paper 4 months ago

Diversity-Incentivized Exploration for Versatile Reasoning

Paper • 2509.26209 • Published Sep 30, 2025 • 16

authored 2 papers 6 months ago

Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning

Paper • 2505.19761 • Published May 26, 2025

Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision

Paper • 2504.15046 • Published Apr 21, 2025

authored 2 papers 8 months ago

Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning

Paper • 2312.04819 • Published Dec 8, 2023

Mixture-of-Experts Meets In-Context Reinforcement Learning

Paper • 2506.05426 • Published Jun 5, 2025 • 5

authored a paper 9 months ago

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21, 2025 • 88