State Representation Learning For Effective Deep Reinforcement Learning. - Jian Zhao 018; Wengang Zhou 001; Tianyu Zhao; Yun Zhou; Houqiang Li (ICME, 2020)

Interest-aware Item Combination Prediction. - Shiwen Wu; Jian Zhao 018 (IEEE BigData, 2021)

State Representation Learning With Adjacent State Consistency Loss for Deep Reinforcement Learning. - Tianyu Zhao; Jian Zhao 018; Wengang Zhou 001; Yun Zhou; Houqiang Li (IEEE Multim., 2021)

Semantic Boundary Detection With Reinforcement Learning for Continuous Sign Language Recognition. - Chengcheng Wei; Jian Zhao 018; Wengang Zhou 001; Houqiang Li (IEEE Trans. Circuits Syst. Video Technol., 2021)

Mastering the Game of 3v3 Snakes with Rule-Enhanced Multi-Agent Reinforcement Learning. - Jitao Wang; Dongyun Xue; Jian Zhao 018; Wengang Zhou 001; Houqiang Li (CoG, 2022)

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

LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning. - Mingyu Yang; Jian Zhao 018; Xunhan Hu; Wengang Zhou 001; Jiangcheng Zhu; Houqiang Li (NeurIPS, 2022)

Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization. - Jian Zhao 018; Yue Zhang; Xunhan Hu; Weixun Wang; Wengang Zhou 001; Jianye Hao; Jiangcheng Zhu; Houqiang Li (CoRR, 2022)

DQMIX: A Distributional Perspective on Multi-Agent Reinforcement Learning. - Jian Zhao 018; Mingyu Yang; Xunhan Hu; Wengang Zhou 001; Houqiang Li (CoRR, 2022)

CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning. - Jian Zhao 018; Xunhan Hu; Mingyu Yang; Wengang Zhou 001; Jiangcheng Zhu; Houqiang Li (CoRR, 2022)

Multi-Target Active Object Tracking with Monte Carlo Tree Search and Target Motion Modeling. - Zheng Chen; Jian Zhao 018; Mingyu Yang; Wengang Zhou 001; Houqiang Li (CoRR, 2022)

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

Conditional Sentence Generation and Cross-Modal Reranking for Sign Language Translation. - Jian Zhao 018; Weizhen Qi; Wengang Zhou 001; Nan Duan; Ming Zhou 001; Houqiang Li (IEEE Trans. Multim., 2022)

Implementing First-Person Shooter Game AI in WILD-SCAV with Rule-Enhanced Deep Reinforcement Learning. - Zeyu Fang; Jian Zhao 018; Wengang Zhou 001; Houqiang Li (CoG, 2023)

Mastering Curling with RL-revised Decision Tree. - Junjie Lin; Yuhao Gong; Jian Zhao 018; Wengang Zhou 001; Houqiang Li (CoG, 2023)

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

DIFFER: Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning. - Xunhan Hu; Jian Zhao 018; Wengang Zhou 001; Ruili Feng; Houqiang Li (NeurIPS, 2023)

Discriminative Experience Replay for Efficient Multi-agent Reinforcement Learning. - Xunhan Hu; Jian Zhao 018; Wengang Zhou 001; Houqiang Li (CoRR, 2023)

Improving Deep Reinforcement Learning With Mirror Loss. - Jian Zhao 018; Weide Shu; Youpeng Zhao; 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; Zhenbin Ye; Meng Meng; Wenjun Wang; Zhaofeng He; Houqiang Li; Xia Lin; Lanxiao Huang (CoRR, 2024)

CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems. - Zhen Chen; Yong Liao; Youpeng Zhao; 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; Lanxiao Huang; Xia Lin; Wengang Zhou 001; Houqiang Li (CoRR, 2024)

CTDS: Centralized Teacher With Decentralized Student for Multiagent Reinforcement Learning. - Jian Zhao 018; Xunhan Hu; Mingyu Yang; Wengang Zhou 001; Jiangcheng Zhu; Houqiang Li (IEEE Trans. Games, 2024)

Optimizing Camera Motion with MCTS and Target Motion Modeling in Multi-Target Active Object Tracking. - Zheng Chen; Jian Zhao 018; Mingyu Yang; Wengang Zhou 001; Houqiang Li (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Coordinate-aligned multi-camera collaboration for active multi-object tracking. - Zeyu Fang; Jian Zhao 018; Mingyu Yang; Zhenbo Lu; Wengang Zhou 001; Houqiang Li (Multim. Syst., 2024)

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

DanZero+: Dominating the GuanDan Game Through Reinforcement Learning. - Youpeng Zhao; 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; 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; Zipeng Dai; Jian Zhao 018; Shiyu Huang 001; Liuyu Xiang; Junge Zhang; Zhaofeng He (CoRR, 2025)

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