This approach significantly reduces early-stage exploration risks and accelerates the convergence process. Furthermore, we integrate control barrier functions (CBFs) into the policy optimization to ...

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In this paper, we improve the robustness against sensor faults and actuator failures by proposing a class of Fault-Tolerant Control Barrier Functions (FT-CBFs) for nonlinear systems. Our approach ...