Hu, Zican

1. Learning to Reason under Off-Policy Guidance
   2025/04/21 by Yan, Jianhao, Li, Yafu, Hu, Zican +5 · 76 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning
   2023/12/08 by Zican Hu, Hu, Zican, Zongzhang Zhang +9 · 2 citations
   Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Sports Analytics and Performance
3. Diversity-Incentivized Exploration for Versatile Reasoning
   2025/09/30 by Z.-W. Hu, Shilin Zhang, Hu, Zican +16 · 2 citations
   Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation
4. Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision
   2025/04/21 by Shilin Zhang, Zican Hu, Zhang, Shilin +17 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling