Action Mapping for Reinforcement Learning in Continuous Environments with Constraints

Mirco Theile, Lukas Dirnberger, Raphael Trumpp +2

Deep reinforcement learning (DRL) has had success across various domains, but applying it to environments with constraints remains challenging due to poor sample efficiency and slo…