Hu, Siyi

7 publications

JMLR 2024 Heterogeneous-Agent Reinforcement Learning Yifan Zhong, Jakub Grudzien Kuba, Xidong Feng, Siyi Hu, Jiaming Ji, Yaodong Yang

ICLR 2024 Maximum Entropy Heterogeneous-Agent Reinforcement Learning Jiarong Liu, Yifan Zhong, Siyi Hu, Haobo Fu, Qiang Fu, Xiaojun Chang, Yaodong Yang

AAAI 2024 ProAgent: Building Proactive Cooperative Agents with Large Language Models Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang

MLOSS 2023 MARLlib: A Scalable and Efficient Multi-Agent Reinforcement Learning Library Siyi Hu, Yifan Zhong, Minquan Gao, Weixun Wang, Hao Dong, Xiaodan Liang, Zhihui Li, Xiaojun Chang, Yaodong Yang

ICML 2022 Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-Agent RL Siyi Hu, Chuanlong Xie, Xiaodan Liang, Xiaojun Chang

NeurIPS 2021 Neural Trees for Learning on Graphs Rajat Talak, Siyi Hu, Lisa Peng, Luca Carlone

ICLR 2021 UPDeT: Universal Multi-Agent RL via Policy Decoupling with Transformers Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang