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| Multiexperience-Assisted Efficient Multiagent Reinforcement Learning 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: 1-15 作者: Zhang TL(张天乐); Liu Z(刘振); Yi JQ(易建强); Wu SG(吴士广); Pu ZQ(蒲志强); Zhao YJ(赵彦杰) Adobe PDF(2718Kb)  |  收藏  |  浏览/下载:187/68  |  提交时间:2023/06/02 |
| Robot Subgoal-guided Navigation in Dynamic Crowded Environments with Hierarchical Deep Reinforcement Learning 期刊论文 International Journal of Control, Automation and Systems, 2023, 页码: 1-13 作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强); Liang YY(梁延研); Zhang D(张渡) Adobe PDF(6472Kb)  |  收藏  |  浏览/下载:95/27  |  提交时间:2023/06/12 |
| Automatic Curriculum Learning for Large-Scale Cooperative Multiagent Systems 期刊论文 IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 卷号: 7, 期号: 3, 页码: 912-930 作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强) Adobe PDF(4728Kb)  |  收藏  |  浏览/下载:203/73  |  提交时间:2023/06/02 |
| 面向连续控制任务的深度强化学习值函数估计研究 学位论文 工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2022 作者: 何强 Adobe PDF(4687Kb)  |  收藏  |  浏览/下载:186/5  |  提交时间:2022/06/17 深度强化学习 值函数估计 值函数表示 集成强化学习 |
| 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:152/30  |  提交时间:2022/06/27 reinforcement learning offline optimization out-of-distribution |
| Attention Enhanced Reinforcement Learning for Multi agent Cooperation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15 作者: Pu, Zhiqiang; Wang, Huimu; Liu, Zhen; Yi, Jianqiang; Wu, Shiguang Adobe PDF(2967Kb)  |  收藏  |  浏览/下载:231/36  |  提交时间:2022/06/06 Training Reinforcement learning Games Scalability Task analysis Standards Optimization Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
| Attention enhanced reinforcement learning for multi-agent cooperation 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2022, 期号: 2022, 页码: 1-15 作者: Zhiqiang Pu; Huimu Wang; Zhen Liu; Jianqiang Yi; Shiguang Wu Adobe PDF(2967Kb)  |  收藏  |  浏览/下载:175/36  |  提交时间:2022/04/02 Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
| Deep reinforcement learning based multi-target coverage with connectivity guaranteed 期刊论文 IEEE Transactions on Industrial Informatics, 2022, 期号: 2022, 页码: 1-12 作者: Shiguang Wu; Zhiqiang Pu; Tenghai Qiu; Jianqiang Yi; Tianle Zhang Adobe PDF(15731Kb)  |  收藏  |  浏览/下载:212/31  |  提交时间:2022/04/02 Multi-target coverage multi-robot system connectivity maintenance deep reinforcement learning |
| Peer Incentive Reinforcement Learning for Cooperative Multi-Agent Games 期刊论文 IEEE Transactions on Games, 2022, 页码: 1-14 作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强) Adobe PDF(18835Kb)  |  收藏  |  浏览/下载:79/25  |  提交时间:2023/06/12 |
| Intrinsic Reward with Peer Incentives for Cooperative Multi-Agent Reinforcement Learning 会议论文 , Online, 18-23 July 2022 作者: Zhang TL(张天乐); Liu Z(刘振); Wu SG(吴士广); Pu ZQ(蒲志强); Yi JQ(易建强) Adobe PDF(2189Kb)  |  收藏  |  浏览/下载:121/35  |  提交时间:2023/06/12 |