Adaptive optimal control of continuous-time nonlinear affine systems via hybrid iteration

Model-Free λ-Policy Iteration for Discrete-Time Linear Quadratic Regulation

(2021) Yongliang Yang et al.   IEEE Transactions on Neural Networks and Learning Systems

Discrete-Time Impulsive Adaptive Dynamic Programming

(2020) Qinglai Wei et al.   IEEE Transactions on Cybernetics

An Adaptive Dynamic Programming Scheme for Nonlinear Optimal Control With Unknown Dynamics and Its Application to Turbofan Engines

(2020) Tao Sun et al.   IEEE Transactions on Industrial Informatics

Optimal and Autonomous Control Using Reinforcement Learning: A Survey

(2018) Bahare Kiumarsi et al.   IEEE Transactions on Neural Networks and Learning Systems

Online reinforcement learning for a class of partially unknown continuous-time nonlinear systems via value iteration

(2017) Hanguang Su et al.   OPTIMAL CONTROL APPLICATIONS & METHODS

Value and Policy Iterations in Optimal Control and Adaptive Dynamic Programming

(2017) Dimitri P. Bertsekas   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Critic Nonlinear Robust Control: A Survey

(2017) Ding Wang et al.   IEEE Transactions on Cybernetics

An Event-Triggered ADP Control Approach for Continuous-Time System With Unknown Internal States

(2017) Xiangnan Zhong et al.   IEEE Transactions on Cybernetics

Adaptive Dynamic Programming and Adaptive Optimal Output Regulation of Linear Systems

(2016) Weinan Gao et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems

(2016) Qinglai Wei et al.   IEEE Transactions on Cybernetics

Non-zero sum Nash Q-learning for unknown deterministic continuous-time linear systems

(2015) Kyriakos G. Vamvoudakis   AUTOMATICA

Multivariable adaptive control: A survey

(2014) Gang Tao   AUTOMATICA

Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design

(2014) Biao Luo et al.   AUTOMATICA

On integral generalized policy iteration for continuous-time linear quadratic regulations

(2014) Jae Young Lee et al.   AUTOMATICA

Robust Adaptive Dynamic Programming and Feedback Stabilization of Nonlinear Systems

(2014) Yu Jiang et al.   IEEE Transactions on Neural Networks and Learning Systems

Revisiting Approximate Dynamic Programming and its Convergence

(2014) Ali Heydari   IEEE Transactions on Cybernetics

Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems

(2014) Derong Liu et al.   IEEE Transactions on Cybernetics

Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics

(2012) Yu Jiang et al.   AUTOMATICA

Reinforcement Learning and Feedback Control: Using Natural Decision Methods to Design Optimal Adaptive Controllers

(2012)   IEEE CONTROL SYSTEMS MAGAZINE

Online solution of nonlinear two-player zero-sum games using synchronous policy iteration

(2011) Kyriakos G. Vamvoudakis et al.   INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems With $\varepsilon$-Error Bound

(2010) Fei-Yue Wang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Discrete-Time Nonlinear HJB Solution Using Approximate Dynamic Programming: Convergence Proof

(2008) A. Al-Tamimi et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS