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| A cooperation and decision-making framework in dynamic confrontation for multi-agent systems 期刊论文
Computers and Electrical Engineering, 2024, 卷号: 118, 页码: 118
作者: Lexing Wang; Tenghai Qiu ; Zhiqiang Pu; Jianqiang Yi
 Adobe PDF(1302Kb) |  收藏 | 浏览/下载：52/15 | 提交时间：2024/06/06
Multi-agent system Target allocation Decision making Swarm motion control |
| 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：197/57 | 提交时间：2023/06/12 |
| Hierarchical Cooperative Swarm Policy Learning with Role Emergence 会议论文
, Online, 05-07 December 2021
作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Qiu TH(丘腾海); Yi JQ(易建强)
Adobe PDF(327Kb) | 收藏 | 浏览/下载：166/70 | 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：142/57 | 提交时间：2023/06/12 |
| Multi-Target Encirclement with Collision Avoidance via Deep Reinforcement Learning using Relational Graphs 会议论文
, Philadelphia, PA, USA, May 23-27, 2022
作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强)
Adobe PDF(4277Kb) | 收藏 | 浏览/下载：177/41 | 提交时间：2023/06/12 |
| 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：191/41 | 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：396/95 | 提交时间：2023/06/02 |
| 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：278/81 | 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：371/57 | 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：256/51 | 提交时间：2022/04/02
Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
