2024
Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales
AAAI 2024technical
Deep Reinforcement Learning (DRL) has gained prominence as an effective approach for control systems. However, its practical deployment is impeded by state perturbations that can severely impact system performance. Addressing this critical challenge requires robustness verification about system perf…