A Dual Perspective of Reinforcement Learning for Imposing Policy Constraints

Bram De Cooman, Johan Suykens

Model-free reinforcement learning methods lack an inherent mechanism to impose behavioural constraints on the trained policies. Although certain extensions exist, they remain limit…