Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking

Roland Stolz, Hanna Krasowski, Jakob Thumm +3

Continuous action spaces in reinforcement learning (RL) are commonly defined as multidimensional intervals. While intervals usually reflect the action boundaries for tasks well, th…