Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems With Unmodeled Dynamics

This article considers the robust optimal control problem for a class of nonlinear systems in the presence of unmodeled dynamics. An adaptive optimal controller is designed using the online actor-critic learning and is robustified against unmodeled dynamics. To deal with unmodeled dynamics, an auxil...

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