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Spiking Adaptive Dynamic Programming with Poisson Process 会议论文
, 中国山东省青岛市, 2021-07-18
作者:  Wei QL(魏庆来);  Han LY(韩立元);  Zhang TL(张铁林)
Adobe PDF(2334Kb)  |  收藏  |  浏览/下载：31/9  |  提交时间：2024/05/28
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：184/70  |  提交时间：2023/06/29
Learning to Play Hard Exploration Games Using Graph-guided Self-navigation 会议论文
, 线上, 2021-02
作者:  Zhao EM(赵恩民);  Yan RY(闫仁业);  Li K(李凯);  Li LJ(李丽娟);  Xing JL(兴军亮)
Adobe PDF(413Kb)  |  收藏  |  浏览/下载：160/57  |  提交时间：2023/06/28
ADEL: Autonomous Developmental Evolutionary Learning for Robotic Manipulation 会议论文
, 北京, 2021-8
作者:  Li YM(李一鸣)
Adobe PDF(9586Kb)  |  收藏  |  浏览/下载：145/21  |  提交时间：2022/06/16
A Policy-Based Reinforcement Learning Approach for High-Speed Railway Timetable Rescheduling 会议论文
, Indianapolis, IN, USA, 19-22 Sept. 2021
作者:  Yin Wang;  Yisheng Lv;  Jianying Zhou;  Zhiming Yuan;  Qi Zhang;  Min Zhou
Adobe PDF(1210Kb)  |  收藏  |  浏览/下载：182/52  |  提交时间：2022/04/08
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:  Chai, Jiajun;  Li, Weifan;  Zhu, Yuanheng;  Zhao, Dongbin;  Ma, Zhe;  Sun, Kewu;  Ding, Jishiyu
Adobe PDF(3402Kb)  |  收藏  |  浏览/下载：269/31  |  提交时间：2022/01/27
Multi-agent systems  Training  Task analysis  Reinforcement learning  Sun  Learning systems  Semantics  Centralized training with decentralized execution (CTDE)  multiagent  reinforcement learning  StarCraft II  
Spiking Adaptive Dynamic Programming Based on Poisson Process for Discrete-Time Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
Adobe PDF(2904Kb)  |  收藏  |  浏览/下载：216/9  |  提交时间：2022/01/27
Maximum likelihood estimation (MLE)  Nonlinear systems  Optimal control  Poisson process  Spike train  Spiking Adaptive dynamic programming（SADP）  
Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Yang, Xiong;  Zhu, Yuanheng;  Dong, Na;  Wei, Qinglai
Adobe PDF(1578Kb)  |  收藏  |  浏览/下载：219/10  |  提交时间：2022/01/27
Adaptive critic designs (ACDs)  adaptive dynamic programming (ADP)  decentralized event-driven control  input constraint  reinforcement learning (RL)  
Optimal Feedback Control of Pedestrian Flow in Heterogeneous Corridors 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 卷号: 18, 期号: 3, 页码: 1097-1108
作者:  Zhu, Yuanheng;  Zhao, Dongbin;  He, Haibo
Adobe PDF(2666Kb)  |  收藏  |  浏览/下载：211/9  |  提交时间：2021/08/15
Microscopy  Feedback control  Mathematical model  Data models  Dynamic programming  Psychology  Computational modeling  Adaptive dynamic programming (ADP)  heterogeneous corridors  macroscopic pedestrian dynamics  optimal feedback control  pedestrian flow  
Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2929-2943
作者:  Song, Ruizhuo;  Wei, Qinglai;  Zhang, Huaguang;  Lewis, Frank L.
收藏  |  浏览/下载：227/0  |  提交时间：2021/08/15
Adaptive critic designs  adaptive dynamic programming  approximate dynamic programming  discrete-time  nonzero-sum (NZS)  off-policy  reinforcement learning (RL)