Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning

James McCarthy, Radu Marinescu, Elizabeth Daly +1

Risk-averse Constrained Reinforcement Learning (RaCRL) aims to learn policies that minimise the likelihood of rare and catastrophic constraint violations caused by an environment's…