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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
Authors:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
Favorite  |  View/Download:14/0  |  Submit date:2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
A Novel Resilient Control Scheme for a Class of Markovian Jump Systems With Partially Unknown Information 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 10
Authors:  Zhang, Kun;  Su, Rong;  Zhang, Huaguang
Favorite  |  View/Download:33/0  |  Submit date:2022/04/02
Games  Process control  Markov processes  Game theory  Actuators  System dynamics  Heuristic algorithms  Adaptive dynamic programming  integral reinforcement learning (IRL)  resilient control  zero-sum game