Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning

Rujie Zhong, Duohan Zhang, Lukas Schäfer +2

Reinforcement learning (RL) algorithms are often categorized as either on-policy or off-policy depending on whether they use data from a target policy of interest or from a differe…