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| Deep-Reinforcement-Learning-Based Multitarget Coverage With Connectivity Guaranteed 期刊论文 IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 1, 页码: 121-132 作者: Wu, Shiguang; Pu, Zhiqiang; Qiu, Tenghai; Yi, Jianqiang; Zhang, Tianle 收藏  |  浏览/下载:89/0  |  提交时间:2023/03/20 Robots Optimization Maintenance engineering Task analysis Informatics Topology Reinforcement learning Connectivity maintenance deep reinforcement learning (DRL) multirobot system multitarget coverage |
| 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:238/86  |  提交时间:2023/06/02 |
| Commander-Soldiers Reinforcement Learning for Cooperative Multi-Agent Systems 会议论文 , 意大利, 2022-7 作者: Chen YQ(陈逸群); Yang Wei; Tianle Zhang; Shiguang Wu; Hongxing Chang Adobe PDF(15907Kb)  |  收藏  |  浏览/下载:123/28  |  提交时间:2023/06/28 |
| 基于深度强化学习的群体协同决策方法研究 学位论文 工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 作者: 吴士广 Adobe PDF(14260Kb)  |  收藏  |  浏览/下载:385/24  |  提交时间:2022/06/15 群体系统 协同决策 深度强化学习 多智能体强化学习 图注意力网络 |
| 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:295/41  |  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 |
| 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:159/42  |  提交时间:2023/06/12 |
| 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:252/32  |  提交时间:2022/04/02 Multi-target coverage multi-robot system connectivity maintenance deep reinforcement learning |
| Multi-agent Collaborative Learning with Relational Graph Reasoning in Adversarial Environments 会议论文 , 线上会议, 2021-9 作者: Wu Shiguang; Qiu Tenghai; Pu Zhiqiang; Yi Jianqiang Adobe PDF(1396Kb)  |  收藏  |  浏览/下载:216/63  |  提交时间:2022/06/16 |
| Multi-target Coverage with Connectivity Maintenance using Knowledge-incorporated Policy Framework 会议论文 , Xi'an China, May 31-Jun. 4 作者: Shiguang Wu; Zhiqiang Pu; Zhen Liu; Tenghai Qiu; Jianqiang Yi; Tianle Zhang Adobe PDF(12862Kb)  |  收藏  |  浏览/下载:239/37  |  提交时间:2022/04/06 |
| Formation control with collision avoidance through deep reinforcement learning using model-guided demonstration 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 6, 页码: 2358-2372 作者: Zezhi Sui; Zhiqiang Pu; Jianqiang Yi; Shiguang Wu Adobe PDF(5344Kb)  |  收藏  |  浏览/下载:219/73  |  提交时间:2022/04/02 Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |