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自动化研究所 [22]

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	Monte Carlo-based reinforcement learning control for unmanned aerial vehicle systems 期刊论文 NEUROCOMPUTING, 2022, 卷号: 507, 页码: 282-291 作者: Wei, Qinglai; Yang, Zesheng; Su, Huaizhong; Wang, Lijian 收藏 \| 浏览/下载：39/0 \| 提交时间：2022/09/19 Reinforcement learning Adaptive dynamic programming (ADP) UAV control Monte Carlo simulation Neural networks
	Event-Triggered Near-Optimal Control of Discrete-Time Constrained Nonlinear Systems With Application to a Boiler-Turbine System 期刊论文 IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 6, 页码: 3926-3935 作者: Wei, Qinglai; Lu, Jingwei; Zhou, Tianmin; Cheng, Xiang; Wang, Fei-Yue 收藏 \| 浏览/下载：26/0 \| 提交时间：2022/06/06 Optimal control Nonlinear systems Informatics Control systems Performance analysis Mathematical models Upper bound Adaptive dynamic programming (ADP) boiler-turbine system (BTS) control constraints event-triggered nonlinear optimal control parallel control
	Online Minimax Q Network Learning for Two-Player Zero-Sum Markov Games 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1228-1241 作者: Zhu, Yuanheng; Zhao, Dongbin 收藏 \| 浏览/下载：16/0 \| 提交时间：2022/06/10 Games Nash equilibrium Mathematical model Markov processes Convergence Dynamic programming Training Deep reinforcement learning (DRL) generalized policy iteration (GPI) Markov game (MG) Nash equilibrium Q network zero sum
	Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 879-892 作者: Wei, Qinglai; Zhu, Liao; Song, Ruizhuo; Zhang, Pinjia; Liu, Derong 收藏 \| 浏览/下载：37/0 \| 提交时间：2022/03/17 Heuristic algorithms Nonlinear systems Optimal control Mathematical model Dynamic programming Games Adaptive systems Adaptive dynamic programming (ADP) globalized dual-heuristic dynamic programming (GDHP) multiplayer nonzero-sum game (MP-NZSG) neural network (NN)
	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 收藏 \| 浏览/下载：50/0 \| 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
	Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 5, 页码: 2372-2383 作者: Wei, Qinglai; Li, Hongyang; Yang, Xiong; He, Haibo 收藏 \| 浏览/下载：63/0 \| 提交时间：2021/06/07 Optimal control Nonlinear systems Decentralized control Mathematical model Convergence Multi-agent systems Adaptive dynamic programming (ADP) approximate dynamic programming distributed policy iteration nonlinear systems optimal control
	Event-Triggered Optimal Parallel Tracking Control for Discrete-Time Nonlinear Systems 期刊论文 IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13 作者: Lu, Jingwei; Wei, Qinglai; Liu, Yujia; Zhou, Tianmin; Wang, Fei-Yue 收藏 \| 浏览/下载：29/0 \| 提交时间：2022/01/27 Nonlinear systems Trajectory Optimal control Control systems Mathematical model Steady-state Dynamic programming Adaptive dynamic programming (ADP) event-triggered neural network (NN) nonlinear optimal control parallel control parallel system tracking control
	Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 766-778 作者: Xueli Wang; Derui Ding; Hongli Dong; Xian-Ming Zhang 收藏 \| 浏览/下载：26/0 \| 提交时间：2021/04/09 Adaptive dynamic programming (ADP) constrained inputs neural network (NN) stochastic communication protocols (SCPs) suboptimal control
	Continuous-Time Time-Varying Policy Iteration 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971 作者: Wei, Qinglai; Liao, Zehua; Yang, Zhanyu; Li, Benkai; Liu, Derong 收藏 \| 浏览/下载：16/0 \| 提交时间：2021/03/02 Optimal control Nonlinear systems Time-varying systems Mathematical model Dynamic programming Approximation algorithms Iterative algorithms Adaptive critic designs adaptive dynamic programming (ADP) neuro-dynamic programming nonlinear systems optimal control policy iteration
	A Hybrid MIP & x2013;CP Approach to Multistage Scheduling Problem in Continuous Casting and Hot-Rolling Processes 期刊论文 IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2019, 卷号: 16, 期号: 4, 页码: 1860-1869 作者: Tan, Yuanyuan; Zhou, MengChu; Wang, Yingying; Guo, Xiwang; Qi, Liang 收藏 \| 浏览/下载：13/0 \| 提交时间：2020/03/30 Slabs Job shop scheduling Furnaces Steel Heating systems Continuous casting (CC) hot rolling (HR) hybrid algorithm hybrid system reheating furnace scheduling

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