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Peer Incentive Reinforcement Learning for Cooperative Multiagent Games 期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 623-636
Authors:  Zhang, Tianle;  Liu, Zhen;  Pu, Zhiqiang;  Yi, Jianqiang
Favorite  |  View/Download:46/0  |  Submit date:2024/02/22
Cooperative multiagent games  intrinsic reward  multiagent reinforcement learning (MARL)  Starcraft II Micromanagement  
Learning to Play Football From Sports Domain Perspective: A Knowledge-Embedded Deep Reinforcement Learning Framework 期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 648-657
Authors:  Liu, Boyin;  Pu, Zhiqiang;  Zhang, Tianle;  Wang, Huimu;  Yi, Jianqiang;  Mi, Jiachen
Favorite  |  View/Download:47/0  |  Submit date:2024/02/22
Deformable convolution  football analysis  pitch control  reinforcement learning  
Commander-Soldiers Reinforcement Learning for Cooperative Multi-Agent Systems 会议论文
, 意大利, 2022-7
Authors:  Chen YQ(陈逸群);  Yang Wei;  Tianle Zhang;  Shiguang Wu;  Hongxing Chang
Adobe PDF(15907Kb)  |  Favorite  |  View/Download:147/33  |  Submit date:2023/06/28
基于深度强化学习的群体协同策略方法研究 学位论文
, 2023
Authors:  张天乐
Adobe PDF(28114Kb)  |  Favorite  |  View/Download:192/11  |  Submit date:2023/06/12
群体系统,协同策略,深度强化学习,图注意力网络,内在奖励,课程学习  
Learning Cooperative Policies with Graph Networks in Distributed Swarm Systems 会议论文
, Queensland, Australia, June 18-23, 2023
Authors:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强);  Ai XL(艾晓琳);  Yuan GM(袁莞迈)
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Hierarchical Cooperative Swarm Policy Learning with Role Emergence 会议论文
, Online, 05-07 December 2021
Authors:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Qiu TH(丘腾海);  Yi JQ(易建强)
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Semantic Perception Swarm Policy with Deep Reinforcement Learning 会议论文
, Online, 05 December 2021
Authors:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
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Intrinsic Reward with Peer Incentives for Cooperative Multi-Agent Reinforcement Learning 会议论文
, Online, 18-23 July 2022
Authors:  Zhang TL(张天乐);  Liu Z(刘振);  Wu SG(吴士广);  Pu ZQ(蒲志强);  Yi JQ(易建强)
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Multi-UAV Cooperative Short-Range Combat via Attention-Based Reinforcement Learning using Individual Reward Shaping 会议论文
, Kyoto, Japan, October 23-27, 2022
Authors:  Zhang TL(张天乐);  Qiu TH(丘腾海);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
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Multi-Target Encirclement with Collision Avoidance via Deep Reinforcement Learning using Relational Graphs 会议论文
, Philadelphia, PA, USA, May 23-27, 2022
Authors:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
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