DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning. - Youpeng Zhao 001; Jian Zhao 018; Xunhan Hu; Wengang Zhou 001; Houqiang Li (CoG, 2022)

Coach-assisted multi-agent reinforcement learning framework for unexpected crashed agents. - Jian Zhao 018; Youpeng Zhao 001; Weixun Wang; Mingyu Yang 003; Xunhan Hu; Wengang Zhou 001; Jianye Hao; Houqiang Li (Frontiers Inf. Technol. Electron. Eng., 2022)

DanZero: Mastering GuanDan Game with Reinforcement Learning. - Yudong Lu; Jian Zhao 018; Youpeng Zhao 001; Wengang Zhou 001; Houqiang Li (CoG, 2023)

Q-SAT: Value Factorization with Self-Attention for Deep Multi-Agent Reinforcement Learning. - Xunhan Hu; Jian Zhao 018; Youpeng Zhao 001; Wengang Zhou 001; Houqiang Li (IJCNN, 2023)

Multi-Agent First Order Constrained Optimization in Policy Space. - Youpeng Zhao 001; Yaodong Yang 001; Zhenbo Lu; Wengang Zhou 001; Houqiang Li (NeurIPS, 2023)

Improving Deep Reinforcement Learning With Mirror Loss. - Jian Zhao 018; Weide Shu; Youpeng Zhao 001; Wengang Zhou 001; Houqiang Li (IEEE Trans. Games, 2023)

Mini Honor of Kings: A Lightweight Environment for Multi-Agent Reinforcement Learning. - Lin Liu 016; Jian Zhao 018; Cheng Hu; Zhengtao Cao; Youpeng Zhao 001; Zhenbin Ye; Meng Meng; Wenjun Wang; Zhaofeng He 001; Houqiang Li; Xia Lin; Lanxiao Huang (CoRR, 2024)

CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems. - Zhen Chen 025; Yong Liao 003; Youpeng Zhao 001; Zipeng Dai; Jian Zhao 018 (CoRR, 2024)

RL-LLM-DT: An Automatic Decision Tree Generation Method Based on RL Evaluation and LLM Enhancement. - Junjie Lin; Jian Zhao 018; Lin Liu 016; Yue Deng; Youpeng Zhao 001; Lanxiao Huang; Xia Lin; Wengang Zhou 001; Houqiang Li (CoRR, 2024)

MCMARL: Parameterizing Value Function via Mixture of Categorical Distributions for Multi-Agent Reinforcement Learning. - Jian Zhao 018; Mingyu Yang 003; Youpeng Zhao 001; Xunhan Hu; Wengang Zhou 001; Houqiang Li (IEEE Trans. Games, 2024)

Full DouZero+: Improving DouDizhu AI by Opponent Modeling, Coach-Guided Training and Bidding Learning. - Youpeng Zhao 001; Jian Zhao 018; Xunhan Hu; Wengang Zhou 001; Houqiang Li (IEEE Trans. Games, 2024)

DanZero+: Dominating the GuanDan Game Through Reinforcement Learning. - Youpeng Zhao 001; Yudong Lu; Jian Zhao 018; Wengang Zhou 001; Houqiang Li (IEEE Trans. Games, 2024)

CraftFactory: A Conditioned Control Policy Benchmark for Compositional Generalization. - Jinbing Hou; Youpeng Zhao 001; Jian Zhao 018 (AAAI, 2025)

Generalizable agent modeling for agent collaboration-competition adaptation with multi-retrieval and dynamic generation. - Chenxu Wang; Yonggang Jin; Cheng Hu; Youpeng Zhao 001; Zipeng Dai; Jian Zhao 018; Liuyu Xiang; Junge Zhang; Zhaofeng He 001 (Neurocomputing, 2025)

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation. - Chenxu Wang; Yonggang Jin; Cheng Hu; Youpeng Zhao 001; Zipeng Dai; Jian Zhao 018; Shiyu Huang 001; Liuyu Xiang; Junge Zhang; Zhaofeng He 001 (CoRR, 2025)

CuDA2: An Approach for Incorporating Traitor Agents Into Cooperative Multiagent Systems. - Zhen Chen 025; Yong Liao 003; Youpeng Zhao 001; Zipeng Dai; Jian Zhao 018 (IEEE Trans. Games, 2025)

Mini Honor of Kings: A Lightweight Environment for Multiagent Reinforcement Learning. - Lin Liu 016; Jian Zhao 018; Cheng Hu; Zhengtao Cao; Youpeng Zhao 001; Zhenbin Ye; Meng Meng; Wenjun Wang; Zhaofeng He 001; Houqiang Li; Xia Lin; Lanxiao Huang (IEEE Trans. Games, 2025)