Robust Peak-cost Constrained Reinforcement Learning

Shilpa Mukhopadhyay, Sourav Ganguly, Santosh Mohan Rajkumar +3

We study robust peak-cost constrained reinforcement learning (\ours), where the objective is to maximize expected reward while controlling the maximum cost encountered along a traj…