Deontically Constrained Policy Improvement in Reinforcement Learning Agents

Alena Makarova, Houssam Abbas

Markov Decision Processes (MDPs) are the most common model for decision making under uncertainty in the Machine Learning community. An MDP captures non-determinism, probabilistic u…