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NeuronsMAE: A Novel Multi-Agent Reinforcement Learning Environment for Cooperative and Competitive Multi-Robot Tasks 会议论文
, Queensland, Australia, 2023-6
作者:  Hu GZ(胡光政);  Li HR(李浩然);  Liu SS(刘莎莎);  Zhu YH(朱圆恒);  Zhao DB(赵冬斌)
Adobe PDF(2785Kb)  |  收藏  |  浏览/下载：23/6  |  提交时间：2024/07/04
Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs 会议论文
, 澳大利亚, 2023-6
作者:  Zhang Qingyang;  Yang Yiming;  Ruan Jingqing;  Xiong Xuantang;  Xing Dengpeng;  Xu Bo
Adobe PDF(7948Kb)  |  收藏  |  浏览/下载：16/6  |  提交时间：2024/06/25
强化学习，分层强化学习  
Embed Trajectory Imitation in Reinforcement Learning: A Hybrid Method for Autonomous Vehicle Planning 会议论文
/, Orlando, FL, USA, 2023-11
作者:  Wang, Yuxiao;  Dai, Xingyuan;  Wang, Kara;  Ali, Hub;  Zhu, Fenghua
Adobe PDF(1410Kb)  |  收藏  |  浏览/下载：29/7  |  提交时间：2024/06/11
Imitation Learning  Trajectory Planning  Deep Reinforcement Learning  Autonomous Driving  
M3: Modularization for Multi-task and Multi-agent Offline Pre-training 会议论文
, London, United Kingdom, 2023.5.29-2023.6.2
作者:  Meng Linghui;  Ruan Jingqing;  Xiong Xuantang;  Li Xiyun;  Zhang Xi;  Xing Dengpeng;  Xu Bo
Adobe PDF(1302Kb)  |  收藏  |  浏览/下载：20/5  |  提交时间：2024/06/11
Filtered Observations for Model-Based Multi-agent Reinforcement Learning 会议论文
, Turin, Italy, 2023.9.18-2023.9.22
作者:  Meng Linghui;  Xiong Xuantang;  Zang Yifan;  Zhang Xi;  Li Guoqi;  Xing Dengpeng;  Xu Bo
Adobe PDF(841Kb)  |  收藏  |  浏览/下载：30/11  |  提交时间：2024/06/11
Multi-objective Deep Reinforcement Learning for Mobile Edge Computing 会议论文
, Singapore, 2023/8/24-27
作者:  Yang,Ning;  Wen,Junrui;  Zhang,Meng;  Tang,Ming
Adobe PDF(499Kb)  |  收藏  |  浏览/下载：37/13  |  提交时间：2024/06/05
mobile edge computing  multi-objective reinforcement learning  resource scheduling  
Learning Superior Cooperative Policy in Competitive Multi-team Reinforcement Learning 会议论文
, Gold Coast, Australia, 2023-6
作者:  Qingxu Fu;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi;  Xiaolin Ai;  Wanmai Yuan
Adobe PDF(25675Kb)  |  收藏  |  浏览/下载：30/5  |  提交时间：2024/06/05
Continuous Exploration via Multiple Perspectives in Sparse Reward Environment 会议论文
, 厦门国际会议中心, 2023-10-13
作者:  Chen ZP(陈忠鹏);  Guan Q(关强)
Adobe PDF(2260Kb)  |  收藏  |  浏览/下载：27/7  |  提交时间：2024/06/04
Reinforcement Learning · Exploration Strategy · Sparse Reward · Intrinsic Motivation  
Advancing Air Combat Tactics with Improved Neural Fictitious Self-Play Reinforcement Learning 会议论文
Advanced Intelligent Computing Technology and Applications, 中国郑州, 2023-8
作者:  He SQ(何少钦);  Gao Y(高阳);  Zhang BF(张保丰);  Chang H(常惠);  Zhang XC(张鑫辰)
Adobe PDF(1496Kb)  |  收藏  |  浏览/下载：43/12  |  提交时间：2024/05/31
Air Combat, Reinforcement Learning, Neural Fictitious Self-Play.  
Centralized Cooperative Exploration Policy for Continuous Control Tasks 会议论文
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, London, United Kingdom, May 29–June 2, 2023
作者:  Chao Li;  Chen Gong;  Qiang He;  Xinwen Hou;  Yu Liu
Adobe PDF(2175Kb)  |  收藏  |  浏览/下载：35/11  |  提交时间：2024/05/30
continuous control tasks  cooperative exploration