UVIP: Model-Free Approach to Evaluate Reinforcement Learning Algorithms

Denis Belomestny, Ilya Levin, Alexey Naumov +1

Policy evaluation is an important instrument for the comparison of different algorithms in Reinforcement Learning (RL). However, even a precise knowledge of the value function $V^π…