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 | 95 | 2021 |
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 | 56 | 2019 |
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 | 55 | 2021 |
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 | 51 | 2021 |
Inverse reinforcement learning for multi-player noncooperative apprentice games B Lian, W Xue, FL Lewis, T Chai Automatica 145, 110524, 2022 | 49 | 2022 |
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 | 48 | 2020 |
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 | 42 | 2021 |
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 | 42 | 2021 |
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 | 30 | 2021 |
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 | 22 | 2023 |
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 | 16 | 2021 |
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 54 (3), 1695-1707, 2023 | 14 | 2023 |
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 35 (3), 3265-3277, 2022 | 11 | 2022 |
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 | 11 | 2022 |
Inverse -Learning Using Input–Output Data B Lian, W Xue, FL Lewis, A Davoudi IEEE Transactions on Cybernetics, 2023 | 9 | 2023 |
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 | 6 | 2022 |
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 | 6 | 2017 |
Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games B Lian, W Xue, FL Lewis, H Modares, B Kiumarsi Springer, 2024 | 5 | 2024 |
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 | 3 | 2023 |
Model-free inverse H-infinity control for imitation learning W Xue, B Lian, Y Kartal, J Fan, T Chai, FL Lewis IEEE Transactions on Automation Science and Engineering, 2024 | 2 | 2024 |