Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees

James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis +1

Robustness and safety are critical for the trustworthy deployment of deep reinforcement learning. Real-world decision making applications require algorithms that can guarantee robu…