Hu, Zican

5 publications

ICML 2025 Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning Zican Hu, Wei Liu, Xiaoye Qu, Xiangyu Yue, Chunlin Chen, Zhi Wang, Yu Cheng

NeurIPS 2025 Learning to Reason Under Off-Policy Guidance Jianhao Yan, Yafu Li, Zican Hu, Zhi Wang, Ganqu Cui, Xiaoye Qu, Yu Cheng, Yue Zhang

NeurIPS 2025 Mixture-of-Experts Meets In-Context Reinforcement Learning Wenhao Wu, Fuhong Liu, Haoru Li, Zican Hu, Daoyi Dong, Chunlin Chen, Zhi Wang

NeurIPS 2025 Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision Shilin Zhang, Zican Hu, Wenhao Wu, Xinyi Xie, Jianxiang Tang, Chunlin Chen, Daoyi Dong, Yu Cheng, Zhenhong Sun, Zhi Wang

ICLR 2024 Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Zican Hu, Zongzhang Zhang, Huaxiong Li, Chunlin Chen, Hongyu Ding, Zhi Wang