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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：27/7  |  提交时间：2024/07/04
Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation 会议论文
, 新奥尔良, 2023-12-9 至 2023-12-15
作者:  Keji He;  Chenyang Si;  Zhihe Lu;  Yan Huang;  Liang Wang;  Xinchao Wang
Adobe PDF(2505Kb)  |  收藏  |  浏览/下载：26/9  |  提交时间：2024/06/26
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：19/7  |  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：33/8  |  提交时间：2024/06/11
Imitation Learning  Trajectory Planning  Deep Reinforcement Learning  Autonomous Driving  
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：40/14  |  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：34/5  |  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：29/9  |  提交时间：2024/06/04
Reinforcement Learning · Exploration Strategy · Sparse Reward · Intrinsic Motivation  
Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language. 会议论文
, 北京华腾美居酒店, 2023-12-9
作者:  Zhourui Guo;  Meng Yao;  Yang Yu;  Qiyue Yin
Adobe PDF(2302Kb)  |  收藏  |  浏览/下载：23/8  |  提交时间：2024/06/03
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：37/11  |  提交时间：2024/05/30
continuous control tasks  cooperative exploration  
Learning Individual Difference Rewards in Multi-Agent Reinforcement Learning 会议论文
, London, United Kingdom, 2023-5
作者:  Yang, Chen;  Yang, Guangkai;  Zhang, Junge
Adobe PDF(2419Kb)  |  收藏  |  浏览/下载：39/15  |  提交时间：2024/05/29