Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning

Tom Zahavy, Matan Haroush, Nadav Merlis +2

Learning how to act when there are many available actions in each state is a challenging task for Reinforcement Learning (RL) agents, especially when many of the actions are redund…