Shilpa Mukhopadhyay

New RL Framework Addresses Catastrophic Safety Violations

Researchers have introduced Robust Peak-cost Constrained Reinforcement Learning (RP-CRL), a new framework designed for safety-critical applications where a single cost violation can be catastrophic. Unlike existing meth…