Pruning Cannot Hurt Robustness: Certified Trade-offs in Reinforcement Learning

James Pedley, Benjamin Etheridge, Stephen J. Roberts +1

Reinforcement learning (RL) policies deployed in real-world environments must remain reliable under adversarial perturbations. At the same time, modern deep RL agents are heavily o…