A reinforcement-learning-driven symbolic transformer generates and verifies analytical local Lyapunov functions for nonlinear systems up to ten dimensions, including a claimed new certificate for a lossy power system.
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Analytical Lyapunov Function Discovery: An RL-based Generative Approach
A reinforcement-learning-driven symbolic transformer generates and verifies analytical local Lyapunov functions for nonlinear systems up to ten dimensions, including a claimed new certificate for a lossy power system.