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Efficient Hierarchical Reinforcement Learning via Mutual Information Constrained Subgoal Discovery 会议论文
, 长沙, 2023-11
Authors:  Kaishen Wang;  Jingqing Ruan;  Qingyang Zhang;  Dengpeng Xing
Adobe PDF(2044Kb)  |  Favorite  |  View/Download:33/19  |  Submit date:2024/05/28
分层强化学习的子目标生成与探索策略 学位论文
, 2024
Authors:  王开申
Adobe PDF(8335Kb)  |  Favorite  |  View/Download:44/0  |  Submit date:2024/05/27
分层强化学习,子目标生成,互信息,扩散模型  
Enhancing Multi-agent Coordination via Dual-channel Consensus 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 349-368
Authors:  Qingyang Zhang;  Kaishen Wang;  Jingqing Ruan;  Yiming Yang;  Dengpeng Xing;  Bo Xu
Adobe PDF(4997Kb)  |  Favorite  |  View/Download:65/23  |  Submit date:2024/04/23
Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency