KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Discrete-Time Systems

Sahin Lale, Yuanyuan Shi, Guannan Qu, Kamyar Azizzadenesheli, Adam Wierman, Anima Anandkumar. KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Discrete-Time Systems. In 62nd IEEE Conference on Decision and Control, CDC 2023, Singapore, December 13-15, 2023. pages 1334-1341, IEEE, 2023. [doi]

Abstract

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