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| Learning Cooperative Policies with Graph Networks in Distributed Swarm Systems 会议论文
, Queensland, Australia, June 18-23, 2023
作者: Zhang TL(张天乐) ; Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强); Ai XL(艾晓琳); Yuan GM(袁莞迈)
 Adobe PDF(612Kb) |  收藏 | 浏览/下载：152/47 | 提交时间：2023/06/12 |
| Semantic Perception Swarm Policy with Deep Reinforcement Learning 会议论文
, Online, 05 December 2021
作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强)
Adobe PDF(523Kb) | 收藏 | 浏览/下载：102/42 | 提交时间：2023/06/12 |
| 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：98/27 | 提交时间：2023/06/12 |
| Robot Navigation among External Autonomous Agents through Deep Reinforcement Learning using Graph Attention Network 会议论文
, Berlin, Germany, July 12-17, 2020
作者: Zhang TL(张天乐); Qiu TH(丘腾海); Pu ZQ(蒲志强); Liu Z(刘振); Yi JQ(易建强)
Adobe PDF(496Kb) | 收藏 | 浏览/下载：97/31 | 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：287/84 | 提交时间：2023/06/02 |
| A hybrid formation control design for multi-robot system with obstacle avoidance 会议论文
, Guangzhou, July 27-30
作者: Wu Shiguang; Sui Zezhi; Yi Jianqiang; Pu Zhiqiang
Adobe PDF(751Kb) | 收藏 | 浏览/下载：141/49 | 提交时间：2022/06/16 |
| 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：314/44 | 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 |
| 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：263/33 | 提交时间：2022/04/02
Multi-target coverage multi-robot system connectivity maintenance deep reinforcement learning |
| 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：216/40 | 提交时间：2022/04/02
Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
| 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：231/76 | 提交时间：2022/04/02
Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |
