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| Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning 会议论文
, Kigali City, Rwanda, Africa, 2023-5-5
作者: Junjie, Wang ; Yao, Mu; Dong, Li; Qichao,Zhang; Dongbin, Zhao; Yuzheng, Zhuang; Ping, Luo; Bin, Wang; Jianye, Hao
 Adobe PDF(3492Kb) |  收藏 | 浏览/下载：121/36 | 提交时间：2023/06/29 |
| Advantage Constrained Proximal Policy Optimization in Multi-Agent Reinforcement Learning 会议论文
, 昆士兰, 2023-6
作者: Li WF(李伟凡); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
Adobe PDF(4104Kb) | 收藏 | 浏览/下载：202/68 | 提交时间：2023/06/29
multi-agent reinforcement learning policy gradient |
| Multi-Agent Reinforcement Learning Based on Clustering in Two-Player Games 会议论文
, Xiamen, China, 2019-12-6
作者: Li WF(李伟凡); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
Adobe PDF(488Kb) | 收藏 | 浏览/下载：104/35 | 提交时间：2023/06/28
reinforcement learning unsupervised clustering matrix game |
| Multi-Objective Neural Architecture Search for Light-Weight Model 会议论文
, Hangzhou, China, 22-24 November 2019
作者: Nannan Li; Yaran Chen; Zixiang Ding; Dongbin Zhao; Zhonghua Pang; Ruisheng Qin
Adobe PDF(430Kb) | 收藏 | 浏览/下载：111/39 | 提交时间：2023/06/27
Neural architecture search light-weight multi-objective reinforcement learning image classification |
| Benchmarking lane-changing decision-making for deep reinforcement learning 会议论文
, Guangzhou, China, 2021-11
作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌)
Adobe PDF(1117Kb) | 收藏 | 浏览/下载：100/37 | 提交时间：2023/05/30 |
| Lane change decision-making through deep reinforcement learning with rule-based constraints 会议论文
, Budapest, Hungary, 2019-7
作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌); Chen YR(陈亚冉)
Adobe PDF(295Kb) | 收藏 | 浏览/下载：97/30 | 提交时间：2023/05/30
Lane Change Decision-making Deep Reinforcement Learning Deep Q-Network |
| Dynamic-horizon model-based value estimation with latent imagination 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-14
作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌)
Adobe PDF(2305Kb) | 收藏 | 浏览/下载：142/55 | 提交时间：2023/05/30
Latent world model model-based value expansion (MVE) reinforcement learning reinforcement learning |
| Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming 会议论文
, Budapest, Hungary, 2019-7-14
作者: Zhu YH(朱圆恒); Haibo He; Dongbin Zhao; Zhongsheng Hou
Adobe PDF(679Kb) | 收藏 | 浏览/下载：54/28 | 提交时间：2023/05/22 |
| A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat 期刊论文
IEEE Transactions on Systems, Man and Cybernetics: Systems, 2023, 页码: DOI: 10.1109/TSMC.2023.3270444
作者: Jiajun Chai; Wenzhang Chen; Yuanheng Zhu; Zong-xin Yao,; Dongbin Zhao
Adobe PDF(9249Kb) | 收藏 | 浏览/下载：196/107 | 提交时间：2023/04/26 |
| Soft Contrastive Learning with Q-irrelevance Abstraction for Reinforcement Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 页码: doi={10.1109/TCDS.2022.3218940}
作者: Minsong Liu; Luntong Li; Shuai Hao; Yuanheng Zhu; Dongbin Zhao
Adobe PDF(12013Kb) | 收藏 | 浏览/下载：68/18 | 提交时间：2023/04/26 |
