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Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories 期刊论文
IEEE Communications Surveys and Tutorials, 2024, 页码: 50
作者:  Yang,Ning;  Chen,Shuo;  Zhang,Haijun;  Berry,Randall
Adobe PDF(1694Kb)  |  收藏  |  浏览/下载：20/0  |  提交时间：2024/06/01
Reinforcement learning, mobile edge computing, offloading scheduling, content caching, and communication  
Advancing Air Combat Tactics with Improved Neural Fictitious Self-Play Reinforcement Learning 会议论文
Advanced Intelligent Computing Technology and Applications, 中国郑州, 2023-8
作者:  He SQ(何少钦);  Gao Y(高阳);  Zhang BF(张保丰);  Chang H(常惠);  Zhang XC(张鑫辰)
Adobe PDF(1496Kb)  |  收藏  |  浏览/下载：14/6  |  提交时间：2024/05/31
Air Combat, Reinforcement Learning, Neural Fictitious Self-Play.  
稀疏奖励环境下基于自博弈框架的智能空战算法研究 学位论文
, 2024
作者:  何少钦
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：18/0  |  提交时间：2024/05/30
强化学习，离线强化学习，空战，智能决策，好奇心机制  
An Empirical Study on Google Research Football Multi-agent Scenarios 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 549-570
作者:  Yan Song;  He Jiang;  Zheng Tian;  Haifeng Zhang;  Yingping Zhang;  Jiangcheng Zhu;  Zonghong Dai;  Weinan Zhang;  Jun Wang
Adobe PDF(24588Kb)  |  收藏  |  浏览/下载：21/6  |  提交时间：2024/05/23
Multi-agent reinforcement learning (RL), distributed RL system, population-based training, reward shaping, game theory  
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 411-430
作者:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
Adobe PDF(2923Kb)  |  收藏  |  浏览/下载：17/8  |  提交时间：2024/05/23
Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
多智能体博弈、学习与控制 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 580-613
作者:  王龙;  黄锋
Adobe PDF(2088Kb)  |  收藏  |  浏览/下载：13/4  |  提交时间：2024/05/09
博弈论  多智能体学习  控制论  强化学习  人工智能  
兵棋推演的智能决策技术与挑战 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 5, 页码: 913-928
作者:  尹奇跃;  赵美静;  倪晚成;  张俊格;  黄凯奇
Adobe PDF(4513Kb)  |  收藏  |  浏览/下载：21/11  |  提交时间：2024/05/09
兵棋推演  人机对抗  智能决策技术  博弈学习  
AI in Human-computer Gaming: Techniques, Challenges and Opportunities 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 299-317
作者:  Qi-Yue Yin;  Jun Yang;  Kai-Qi Huang;  Mei-Jing Zhao;  Wan-Cheng Ni;  Bin Liang;  Yan Huang;  Shu Wu;  Liang Wang
Adobe PDF(2608Kb)  |  收藏  |  浏览/下载：25/5  |  提交时间：2024/04/23
Human-computer gaming, AI, intelligent decision making, deep reinforcement learning, self-play  
AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning 会议论文
, 线上, 2022-02-22
作者:  Zhao EM(赵恩民);  Yan RY(闫仁业);  Li JQ(李金秋);  Li K(李凯);  Xing JL(兴军亮)
Adobe PDF(2593Kb)  |  收藏  |  浏览/下载：154/58  |  提交时间：2023/06/29
Multi-Agent Reinforcement Learning Based on Clustering in Two-Player Games 会议论文
, Xiamen, China, 2019-12-6
作者:  Li WF(李伟凡);  Zhu YH(朱圆恒);  Zhao DB(赵冬斌)
Adobe PDF(488Kb)  |  收藏  |  浏览/下载：129/41  |  提交时间：2023/06/28
reinforcement learning  unsupervised clustering  matrix game