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CASIA OpenIR

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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：12/5  |  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  
基于深度强化学习的大规模群体智能决策方法研究 学位论文
, 2024
作者:  付清旭
Adobe PDF(39071Kb)  |  收藏  |  浏览/下载：22/1  |  提交时间：2024/05/29
大规模，群体系统，协同，决策，深度强化学习，多智能体系统  
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：19/5  |  提交时间：2024/05/23
Multi-agent reinforcement learning (RL), distributed RL system, population-based training, reward shaping, game theory  
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：18/9  |  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  
Enhancing Short Track Speed Skating Performance through Improved DDQN Tactical Decision Model 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 24, 页码: 12
作者:  Yang, Yuanbo;  Li, Feimo;  Chang, Hongxing
收藏  |  浏览/下载：25/0  |  提交时间：2024/02/22
short track speed skating  deep reinforcement learning  decision-making method  deep Q-network  competition performance improvement  
Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者:  Luigi D’Alfonso;  Francesco Giannini;  Giuseppe Franzè;  Giuseppe Fedele;  Francesco Pupo;  Giancarlo Fortino
Adobe PDF(7491Kb)  |  收藏  |  浏览/下载：213/131  |  提交时间：2024/01/02
Distributed model predictive control  distributed reinforcement learning  routing decisions  urban road networks  
Orientation and Decision-Making for Soccer Based on Sports Analytics and AI: A Systematic Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 37-57
作者:  Zhiqiang Pu;  Yi Pan;  Shijie Wang;  Boyin Liu;  Min Chen;  Hao Ma;  Yixiong Cui
Adobe PDF(3690Kb)  |  收藏  |  浏览/下载：411/316  |  提交时间：2024/01/02
Artificial intelligence (AI)  decision-making  football  review  soccer  sports analytics  
Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者:  Ding Wang;  Jiangyu Wang;  Mingming Zhao;  Peng Xin;  Junfei Qiao
Adobe PDF(5140Kb)  |  收藏  |  浏览/下载：145/59  |  提交时间：2023/08/10
Adaptive critic  artificial neural networks  Hamilton-Jacobi-Bellman (HJB) equation  multi-step heuristic dynamic programming  multi-step reinforcement learning  optimal control  
MiaoSuan Wargame: A Multi-Mode Integrated Platform for Imperfect Information Game 会议论文
, Beijing, China, August 21-24, 2022
作者:  Jiale Xu;  Jian Hu;  Shixian Wang;  Xuyang Yang;  Wancheng Ni
Adobe PDF(726Kb)  |  收藏  |  浏览/下载：81/26  |  提交时间：2023/06/28
open platform  human-computer gaming  AI evaluation  Turing test  imperfect information game  wargame