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| Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
作者: Yang Liu; Yu-Shen Wei; Hong Yan; Guan-Bin Li; Liang Lin
 Adobe PDF(3224Kb) |  收藏 | 浏览/下载：58/7 | 提交时间：2024/04/23
Causal reasoning visual representation learning reliable artificial intelligence spatial-temporal data multi-modal analysis |
| 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：135/33 | 提交时间：2023/06/12 |
| 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
Adobe PDF(1739Kb) | 收藏 | 浏览/下载：114/45 | 提交时间：2023/04/26 |
| Efficient Exploration for Multi-Agent Reinforcement Learning via Transferable Successor Features 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1673-1686
作者: Wenzhang Liu; Lu Dong; Dan Niu; Changyin Sun
Adobe PDF(5554Kb) | 收藏 | 浏览/下载：181/78 | 提交时间：2022/08/19
Knowledge transfer multi-agent systems reinforcement learning successor features |
| 面向Ad-Hoc协作的局部观测重建方法 期刊论文
中国科学院大学学报, 2022, 页码: 1
作者: 陈皓; 杨立昆; 尹奇跃; 黄凯奇
 Adobe PDF(1491Kb) | 收藏 | 浏览/下载：263/54 | 提交时间：2022/06/16
多智能体 深度强化学习 信用分配 Ad-Hoc协作 |
| 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：370/57 | 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 |
| Cooperative and Competitive Multi-Agent Systems: From Optimization to Games 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
作者: Jianrui Wang; Yitian Hong; Jiali Wang; Jiapeng Xu; Yang Tang; Qing-Long Han; Jürgen Kurths
Adobe PDF(8407Kb) | 收藏 | 浏览/下载：238/64 | 提交时间：2022/04/24
Cooperative games counterfactual regret min- imization distributed optimization federated optimization fictitious self-play mean field games multi-agent reinforcement learning non-cooperative games |
| 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：255/51 | 提交时间：2022/04/02
Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
