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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:22/5  |  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:11/5  |  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:12/4  |  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:19/4  |  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:17/3  |  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:19/9  |  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:17/6  |  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:23/2  |  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 |
| NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13 作者: Chai, Jiajun; Zhu, Yuanheng; Zhao, Dongbin Adobe PDF(2469Kb)  |  收藏  |  浏览/下载:60/2  |  提交时间:2023/11/16 Large-scale multiagent neighboring communication reinforcement learning (RL) variational information flow |
| 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:244/79  |  提交时间:2023/06/29 multi-agent reinforcement learning policy gradient |