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| Enhancing Reinforcement Learning via Transformer-based State Predictive Representations 期刊论文 IEEE Transactions on Artificial Intelligence, 2024, 页码: 1 - 12 作者: Liu MS(刘民颂) ; Zhu YH(朱圆恒) ; Chen YR(陈亚冉) ; Zhao DB(赵冬斌)![](/image/person.jpg)
Adobe PDF(1162Kb)  |   收藏  |  浏览/下载:29/8  |  提交时间:2024/06/24 |
| Boosting On-Policy Actor–Critic With Shallow Updates in Critic 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 1-10 作者: Luntong Li; Yuanheng Zhu![](/image/person.jpg)
Adobe PDF(9953Kb)  |   收藏  |  浏览/下载:45/15  |  提交时间:2024/06/05 |
| MAT: Morphological Adaptive Transformer for Universal Morphology Policy Learning 期刊论文 IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1-12 作者: Boyu Li; Haran Li; Yuanheng Zhu ; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(9953Kb)  |   收藏  |  浏览/下载:32/10  |  提交时间:2024/06/05 |
| 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![](/image/person.jpg)
Adobe PDF(9249Kb)  |   收藏  |  浏览/下载:291/128  |  提交时间:2023/04/26 |
| Vision-based control in the open racing car simulator with deep and reinforcement learning 期刊论文 Journal of Ambient Intelligence and Humanized Computing, 2019, 页码: doi={10.1007/s12652-019-01503-y} 作者: Yuanheng Zhu ; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(2210Kb)  |   收藏  |  浏览/下载:64/17  |  提交时间:2023/04/26 |
| Empirical Policy Optimization for n-Player Markov Games 期刊论文 IEEE Transactions on Cybernetics, 2022, 页码: doi={10.1109/TCYB.2022.3179775} 作者: Yuanheng Zhu ; Weifan Li ; Mengchen Zhao; Jianye Hao; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(1739Kb)  |   收藏  |  浏览/下载:111/44  |  提交时间:2023/04/26 |
| UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12 作者: Chai, Jiajun ; Li, Weifan ; Zhu, Yuanheng ; Zhao, Dongbin ; Ma, Zhe; Sun, Kewu; Ding, Jishiyu
Adobe PDF(3402Kb)  |   收藏  |  浏览/下载:290/38  |  提交时间:2022/01/27 Multi-agent systems Training Task analysis Reinforcement learning Sun Learning systems Semantics Centralized training with decentralized execution (CTDE) multiagent reinforcement learning StarCraft II |
| Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15 作者: Yang, Xiong ; Zhu, Yuanheng ; Dong, Na ; Wei, Qinglai![](/image/person.jpg)
Adobe PDF(1578Kb)  |   收藏  |  浏览/下载:239/15  |  提交时间:2022/01/27 Adaptive critic designs (ACDs) adaptive dynamic programming (ADP) decentralized event-driven control input constraint reinforcement learning (RL) |
| 深度强化学习进展: 从 AlphaGo 到 AlphaGo Zero 期刊论文 控 制 理 论 与 应 用, 2017, 卷号: 34, 期号: 12, 页码: 1529-1546 作者: 唐振韬 ; 邵 坤 ; 赵冬斌 ; 朱圆恒![](/image/person.jpg)
Adobe PDF(8232Kb)  |   收藏  |  浏览/下载:282/46  |  提交时间:2021/07/05 深度强化学习 AlphaGo Zero 深度学习 强化学习 人工智能 |
| Enhanced Rolling Horizon Evolution Algorithm With Opponent Model Learning: Results for the Fighting Game AI Competition 期刊论文 IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 5, 期号: 1, 页码: 5 - 15 作者: Zhentao Tang ; Yuanheng Zhu ; Dongbin Zhao ; Simon M. Lucas
Adobe PDF(7686Kb)  |   收藏  |  浏览/下载:354/75  |  提交时间:2021/07/05 Rolling horizon evolution opponent model reinforcement learning supervised learning fighting game |