A reinforcement learning method with closed-loop stability guarantee
Author:
Publisher
Elsevier BV
Subject
Control and Systems Engineering
Reference23 articles.
1. Addressing infinite-horizon optimality in MPC via Q-learning;Beckenbach;IFAC-PapersOnLine,2018
2. Value and policy iteration in optimal control and adaptive dynamic programming;Bertsekas;IEEE Trans. Neural Netw. Learn. Sys.,2017
3. Value iteration and adaptive dynamic programming for data-driven adaptive optimal control design;Bian;Automatica,2016
4. Braun, P., Grüne, L., and Kellett, C.M. (2017). Feedback design using nonsmooth control Lyapunov functions: A numerical case study for the nonholonomic integrator. In Proc. of the 56th IEEE Conf. on Decision and Control.
5. Lyapunov functions and discontinuous stabilizing feedback;Clarke;Annual Rev. Control,2011
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