Adaptive dynamic programming in the Hamiltonian-driven framework

DOI10.1007/978-3-030-60990-0_7zbMath1505.90137OpenAlexW3175585886MaRDI QIDQ2094034

Yixin Yin, Donald C. II Wunsch, Yong-Liang Yang

Publication date: 28 October 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-60990-0_7

zbMATH Keywords

adaptive dynamic programmingtemporal differenceHamiltonian-driven frameworkvalue gradient learning

Mathematics Subject Classification ID

Dynamic programming (90C39)

Cites Work

• Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems
• Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics
• Optimal tracking control of nonlinear partially-unknown constrained-input systems using integral reinforcement learning
• Integral reinforcement learning and experience replay for adaptive optimal control of partially-unknown constrained-input continuous-time systems
• \(\mathrm{H}_\infty\) control of linear discrete-time systems: off-policy reinforcement learning
• Model-free event-triggered control algorithm for continuous-time linear systems with optimal performance
• A single network adaptive critic (SNAC) architecture for optimal control synthesis for a class of nonlinear systems
• Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem
• Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach
• Primer on Optimal Control Theory
• L/sub 2/-gain analysis of nonlinear systems and nonlinear state-feedback H/sub infinity / control
• An Approximation Theory of Optimal Control for Trainable Manipulators
• Dynamic intermittent Q‐learning–based model‐free suboptimal co‐design of ‐stabilization
• Reinforcement Learning and Feedback Control: Using Natural Decision Methods to Design Optimal Adaptive Controllers
• Neuro-Dynamic Programming: An Overview and Recent Results
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