Maximum | Risk

1. Multi-Step Maximum Risk Estimation in Reinforcement Learning

Recent advancements focus on .

: Standard RL agents are vulnerable to "adversarial perturbations"—small, calculated changes to their input that cause catastrophic failure. Maximum Risk