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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
Authors:  Chao Li;  Chen Gong;  Qiang He;  Xinwen Hou;  Yu Liu
Adobe PDF(2175Kb)  |  Favorite  |  View/Download:40/14  |  Submit date: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
Authors:  Chao Li;  Chen Gong;  Qiang He;  Xinwen Hou
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Stable Training of Bellman Error in Reinforcement Learning 会议论文
, Thailand, November 18–22
Authors:  Gong C(龚晨);  Bai YP(白云鹏);  Hou XW(侯新文);  Ji XH(季晓慧)
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Curiosity-Driven and Victim-Aware Adversarial Policies 会议论文
, Austin TX, USA, December 5-9, 2022
Authors:  Gong C(龚晨);  Yang Z(杨洲);  Bai YP(白云鹏);  Shi JK(史杰克);  Sinha Arunesh;  Xu BW(徐博文);  Lo David;  Hou XW(侯新文);  Fan GL(范国梁)
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Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution 会议论文
, Padua, Italy, 18-23 July 2022
Authors:  Yunpeng Bai;  Chen Gong;  Bin Zhang;  Guoliang Fan;  Xinwen Hou;  Yu Liu
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ADTIDO: Detecting the Tired Deck Officer with Fusion Feature Methods 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 17, 页码: 16
Authors:  Li, Chenghao;  Fu, Yuhui;  Ouyang, Ruihong;  Liu, Yu;  Hou, Xinwen
Favorite  |  View/Download:191/0  |  Submit date:2022/11/14
EEG  deck officer  fatigue detection  ECD-EEG fusion features  Bi-GRU neural network classifier  
Wd3: Taming the estimation bias in deep reinforcement learning 会议论文
, Baltimore, MD, USA, 2020-12
Authors:  He Q(何强);  Hou XW(侯新文)
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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
Authors:  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)  |  Favorite  |  View/Download:247/44  |  Submit date: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
Authors:  He Q(何强);  Hou XW(侯新文);  Liu Y(刘禹)
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reinforcement learning  offline optimization  out-of-distribution  
An Improvement based on Wasserstein GAN for Alleviating Mode Collapsing 会议论文
, Virtual, Glasgow, United kingdom, July 19, 2020 - July 24, 2020
Authors:  Yingying Chen;  Xinwen Hou
Adobe PDF(913Kb)  |  Favorite  |  View/Download:293/58  |  Submit date:2021/06/22