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| NeuronsMAE: A Novel Multi-Agent Reinforcement Learning Environment for Cooperative and Competitive Multi-Robot Tasks 会议论文
, Queensland, Australia, 2023-6
作者: Hu GZ(胡光政) ; Li HR(李浩然); Liu SS(刘莎莎); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
 Adobe PDF(2785Kb) |  收藏 | 浏览/下载：15/4 | 提交时间：2024/07/04 |
| An Improved Minimax-Q Algorithm Based on Generalized Policy Iteration to Solve a Chaser-Invader Game 会议论文
, 线上, 2020-5
作者: Liu MS(刘民颂); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
Adobe PDF(727Kb) | 收藏 | 浏览/下载：6/4 | 提交时间：2024/07/04 |
| Adaptive Multi-Agent Coordination among Different Team Attribute Tasks via Contextual Meta-Reinforcement Learning 会议论文
, 河南开封, 2024年5月17-19日
作者: Huang, Shangjing; Zhao, Zijie; Zhu, Yuanheng; Zhao, Dongbin
Adobe PDF(15515Kb) | 收藏 | 浏览/下载：10/4 | 提交时间：2024/06/26 |
| Soft Contrastive Learning with Q-irrelevance Abstraction for Reinforcement Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 卷号: 15, 期号: 3, 页码: 1463 - 1473
作者: Liu MS(刘民颂); Li LT(李伦通); Hao S(郝帅); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
Adobe PDF(4197Kb) | 收藏 | 浏览/下载：18/3 | 提交时间：2024/06/24 |
| Enhancing Reinforcement Learning via Transformer-based State Predictive Representations 期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1 - 12
作者: Liu MS(刘民颂); Zhu YH(朱圆恒); Chen YR(陈亚冉); Zhao DB(赵冬斌)
Adobe PDF(1162Kb) | 收藏 | 浏览/下载：14/3 | 提交时间：2024/06/24 |
| Driving Control with Deep and Reinforcement Learning in The Open Racing Car Simulator 会议论文
, Siem Reap, Cambodia, 2018, 12, 13-16
作者: Yuanheng Zhu; Dongbin Zhao
Adobe PDF(697Kb) | 收藏 | 浏览/下载：16/7 | 提交时间：2024/06/05 |
| Boosting On-Policy Actor–Critic With Shallow Updates in Critic 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 1-10
作者: Luntong Li; Yuanheng Zhu
Adobe PDF(9953Kb) | 收藏 | 浏览/下载：22/7 | 提交时间：2024/06/05 |
| MAT: Morphological Adaptive Transformer for Universal Morphology Policy Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1-12
作者: Boyu Li; Haran Li; Yuanheng Zhu; Dongbin Zhao
Adobe PDF(9953Kb) | 收藏 | 浏览/下载：15/6 | 提交时间：2024/06/05 |
| FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 页码: 1-13
作者: Guangzheng Hu; Yuanheng Zhu; Haoran Li; Dongbin Zhao
Adobe PDF(2144Kb) | 收藏 | 浏览/下载：21/2 | 提交时间：2024/06/05
Games Q-learning Task analysis Optimization Convergence Training Nash equilibrium Multi-agent reinforcement learning minimax-Q learning two-team zero-sum Markov games |
| Advantage Constrained Proximal Policy Optimization in Multi-Agent Reinforcement Learning 会议论文
, 昆士兰, 2023-6
作者: Li WF(李伟凡); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
Adobe PDF(4104Kb) | 收藏 | 浏览/下载：243/79 | 提交时间：2023/06/29
multi-agent reinforcement learning policy gradient |
