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Wenqian Xue
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Year
Inverse reinforcement learning in tracking control based on inverse optimal control
W Xue, P Kolaric, J Fan, B Lian, T Chai, FL Lewis
IEEE Transactions on Cybernetics 52 (10), 10570-10581, 2021
632021
New methods for optimal operational control of industrial processes using reinforcement learning on two time scales
W Xue, J Fan, VG Lopez, J Li, Y Jiang, T Chai, FL Lewis
IEEE Transactions on Industrial Informatics 16 (5), 3085-3099, 2019
482019
Off-policy reinforcement learning for tracking in continuous-time systems on two time scales
W Xue, J Fan, VG Lopez, Y Jiang, T Chai, FL Lewis
IEEE Transactions on Neural Networks and Learning Systems 32 (10), 4334-4346, 2020
372020
Inverse reinforcement Q-learning through expert imitation for discrete-time systems
W Xue, B Lian, J Fan, P Kolaric, T Chai, FL Lewis
IEEE Transactions on Neural Networks and Learning Systems 34 (5), 2386-2399, 2021
362021
Online inverse reinforcement learning for nonlinear systems with adversarial attacks
B Lian, W Xue, FL Lewis, T Chai
International Journal of Robust and Nonlinear Control 31 (14), 6646-6667, 2021
322021
Robust Inverse Q-Learning for Continuous-Time Linear Systems in Adversarial Environments
B Lian, W Xue, FL Lewis, T Chai
IEEE Transactions on Cybernetics 52 (12), 13083-13095, 2021
312021
Data-Driven H Optimal Output Feedback Control for Linear Discrete-Time Systems Based on Off-Policy Q-Learning
L Zhang, J Fan, W Xue, VG Lopez, J Li, T Chai, FL Lewis
IEEE Transactions on Neural Networks and Learning Systems 34 (7), 3553-3567, 2021
272021
Inverse reinforcement learning for adversarial apprentice games
B Lian, W Xue, FL Lewis, T Chai
IEEE Transactions on Neural Networks and Learning Systems 34 (8), 4596-4609, 2021
262021
Inverse reinforcement learning for multi-player noncooperative apprentice games
B Lian, W Xue, FL Lewis, T Chai
Automatica 145, 110524, 2022
242022
H-Based Minimal Energy Adaptive Control With Preset Convergence Rate
Y Jiang, K Zhang, J Wu, C Zhang, W Xue, T Chai, FL Lewis
IEEE Transactions on Cybernetics 52 (10), 10078-10088, 2021
122021
A novel Z-function-based completely model-free reinforcement learning method to finite-horizon zero-sum game of nonlinear system
Z Chen, W Xue, N Li, B Lian, FL Lewis
Nonlinear Dynamics, 1-20, 2022
82022
Off-policy inverse Q-learning for discrete-time antagonistic unknown systems
B Lian, W Xue, Y Xie, FL Lewis, A Davoudi
Automatica 155, 111171, 2023
62023
Inverse reinforcement learning for trajectory imitation using static output feedback control
W Xue, B Lian, J Fan, T Chai, FL Lewis
IEEE Transactions on Cybernetics, 2023
52023
Two‐loop reinforcement learning algorithm for finite‐horizon optimal control of continuous‐time affine nonlinear systems
Z Chen, W Xue, N Li, FL Lewis
International Journal of Robust and Nonlinear Control 32 (1), 393-420, 2022
52022
Distributed minmax strategy for multiplayer games: Stability, robustness, and algorithms
B Lian, VS Donge, W Xue, FL Lewis, A Davoudi
IEEE Transactions on Neural Networks and Learning Systems, 2022
42022
Flotation process with model free adaptive control
W Xue, J Fan, Y Jiang
2017 IEEE International Conference on Information and Automation (ICIA), 442-447, 2017
42017
Inverse -Learning Using Input–Output Data
B Lian, W Xue, FL Lewis, A Davoudi
IEEE Transactions on Cybernetics, 2023
32023
Data-Driven Inverse Reinforcement Learning for Expert-Learner Zero-Sum Games
W Xue, B Lian, J Fan, T Chai, FL Lewis
arXiv preprint arXiv:2301.01997, 2023
22023
Inverse Reinforcement Learning for Optimal Control Systems
B Lian, W Xue, FL Lewis, H Modares, B Kiumarsi
Integral and Inverse Reinforcement Learning for Optimal Control Systems and …, 2024
12024
Inverse reinforcement learning for multi-player apprentice games in continuous-time nonlinear systems
B Lian, W Xue, FL Lewis, T Chai, A Davoudi
2021 60th IEEE Conference on Decision and Control (CDC), 803-808, 2021
12021
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