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CASIA OpenIR
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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  
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control 会议论文
Advances in Neural Information Processing Systems, New Orleans, USA, 2023-12-10
作者:  Chao Li;  Chen Gong;  Qiang He;  Xinwen Hou
Adobe PDF(1457Kb)  |  收藏  |  浏览/下载：34/10  |  提交时间：2024/05/30
Wd3: Taming the estimation bias in deep reinforcement learning 会议论文
, Baltimore, MD, USA, 2020-12
作者:  He Q(何强);  Hou XW(侯新文)
Adobe PDF(2006Kb)  |  收藏  |  浏览/下载：229/46  |  提交时间：2022/06/27
deep reinforcement learning  estimation bias  neural networks  
Wide-Sense Stationary Policy Optimization with Bellman Residual on Video Games 会议论文
, Shenzhen, China, 05-09 July 2021
作者:  Gong C(龚晨);  He Q(何强);  Bai YP(白云鹏);  Hou XW(侯新文);  Fan GL(范国梁);  Liu Y(刘禹)
Adobe PDF(2780Kb)  |  收藏  |  浏览/下载：245/44  |  提交时间：2022/06/27
Video Game  Reinforcement Learning  Quantile Regression  Bellman residual  Wasserstein Distance  
POPO: Pessimistic Offline Policy Optimization 会议论文
, Singapore, Singapore, 23-27 May 2022
作者:  He Q(何强);  Hou XW(侯新文);  Liu Y(刘禹)
Adobe PDF(1200Kb)  |  收藏  |  浏览/下载：208/42  |  提交时间：2022/06/27
reinforcement learning  offline optimization  out-of-distribution