Certifying Stability of Reinforcement Learning Policies using Generalized Lyapunov Functions

Kehan Long, Jorge Cortés, Nikolay Atanasov

Establishing stability certificates for closed-loop systems under reinforcement learning (RL) policies is essential to move beyond empirical performance and offer guarantees of sys…