Abstract: This paper proposes a funnel transformation function-based discrete-time sliding-mode control with reaching law for the discrete-time servo systems with unknown frictions and disturbances.

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We introduce Q3C, a framework for continuous control without an explicit actor network by leveraging structurally maximizable Q-functions for stable and efficient policy learning.

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