Adaptive Dynamic Programming with Applications in Optimal Control D Liu, Q Wei, D Wang, X Yang, H Li Springer, 2017 | 420 | 2017 |
Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming D Wang, D Liu, Q Wei, D Zhao, N Jin Automatica 48 (8), 1825-1832, 2012 | 403 | 2012 |
Adaptive dynamic programming for control: Algorithms and stability H Zhang, D Liu, Y Luo, D Wang Springer Science & Business Media, 2012 | 380 | 2012 |
Adaptive Critic Nonlinear Robust Control: A Survey D Wang, H He, D Liu IEEE Transactions on Cybernetics 47 (10), 3429-3451, 2017 | 351 | 2017 |
Reinforcement-learning-based robust controller design for continuous-time uncertain nonlinear systems subject to input constraints D Liu, X Yang, D Wang, Q Wei IEEE transactions on cybernetics 45 (7), 1372-1385, 2015 | 344 | 2015 |
Decentralized stabilization for a class of continuous-time nonlinear interconnected systems using online learning optimal control approach D Liu, D Wang, H Li IEEE transactions on neural networks and learning systems 25 (2), 418-428, 2014 | 310 | 2014 |
Model-Free Optimal Tracking Control via Critic-Only Q-Learning B Luo, D Liu, T Huang, D Wang IEEE Transactions on Neural Networks and Learning Systems 27 (10), 2134-2144, 2016 | 307 | 2016 |
Neural-network-based optimal control for a class of unknown discrete-time nonlinear systems using globalized dual heuristic programming D Liu, D Wang, D Zhao, Q Wei, N Jin IEEE Transactions on Automation Science and Engineering 9 (3), 628-634, 2012 | 269 | 2012 |
Neural-network-based online HJB solution for optimal robust guaranteed cost control of continuous-time uncertain nonlinear systems D Liu, D Wang, FY Wang, H Li, X Yang IEEE transactions on cybernetics 44 (12), 2834-2847, 2014 | 261 | 2014 |
Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach D Wang, D Liu, Q Wei Neurocomputing 78 (1), 14-22, 2012 | 235 | 2012 |
Online synchronous approximate optimal learning algorithm for multi-player non-zero-sum games with unknown dynamics D Liu, H Li, D Wang IEEE Transactions on Systems, Man, and Cybernetics: Systems 44 (8), 1015-1027, 2014 | 224 | 2014 |
Policy iteration algorithm for online design of robust control for a class of continuous-time nonlinear systems D Wang, D Liu, H Li IEEE Transactions on Automation Science and Engineering 11 (2), 627-632, 2014 | 209 | 2014 |
Data-Based Adaptive Critic Designs for Nonlinear Robust Optimal Control With Uncertain Dynamics D Wang, D Liu, Q Zhang, D Zhao IEEE Transactions on Systems, Man, and Cybernetics: Systems 46 (11), 1544–1555, 2016 | 208 | 2016 |
Experience replay for optimal control of nonzero-sum game systems with unknown dynamics D Zhao, Q Zhang, D Wang, Y Zhu IEEE Transactions on Cybernetics 46 (3), 854–865, 2016 | 205 | 2016 |
Adaptive neural state-feedback tracking control of stochastic nonlinear switched systems: An average dwell-time method B Niu, D Wang, ND Alotaibi, FE Alsaadi IEEE transactions on neural networks and learning systems, 1-12, 2018 | 203 | 2018 |
Integral reinforcement learning for linear continuous-time zero-sum games with completely unknown dynamics H Li, D Liu, D Wang IEEE Transactions on Automation Science and Engineering 11 (3), 706-714, 2014 | 191 | 2014 |
Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints X Yang, D Liu, D Wang International Journal of Control 87 (3), 553-566, 2014 | 186 | 2014 |
Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm D Liu, H Li, D Wang Neurocomputing 110, 92-100, 2013 | 183 | 2013 |
Self-learning optimal regulation for discrete-time nonlinear systems under event-driven formulation D Wang, M Ha, J Qiao IEEE Transactions on Automatic Control 65 (3), 1272-1279, 2019 | 181 | 2019 |
Event-based robust control for uncertain nonlinear systems using adaptive dynamic programming Q Zhang, D Zhao, D Wang IEEE transactions on neural networks and learning systems 29 (1), 37-50, 2018 | 180 | 2018 |