Constrained Policy Improvement for Safe and Efficient Reinforcement Learning

Elad Sarafian, Aviv Tamar, Sarit Kraus

We propose a policy improvement algorithm for Reinforcement Learning (RL) which is called Rerouted Behavior Improvement (RBI). RBI is designed to take into account the evaluation e…