Searching for Plannable Domains can Speed up Reinforcement Learning

Istvan Szita, Balint Takacs, Andras Lorincz

Reinforcement learning (RL) involves sequential decision making in uncertain environments. The aim of the decision-making agent is to maximize the benefit of acting in its environm…