To Switch or Not to Switch? Balanced Policy Switching in Offline Reinforcement Learning

Tao Ma, Xuzhi Yang, Zoltan Szabo

Reinforcement learning (RL) -- finding the optimal behaviour (also referred to as policy) maximizing the collected long-term cumulative reward -- is among the most influential appr…