Action Space Shaping in Deep Reinforcement Learning

Anssi Kanervisto, Christian Scheller, Ville Hautamäki

Reinforcement learning (RL) has been successful in training agents in various learning environments, including video-games. However, such work modifies and shrinks the action space…