Smaller Abstract State Spaces Enable Cross-Scale Generalization in Reinforcement Learning

Nasehatul Mustakim, Lucas Lehnert

While humans readily generalize abstract concepts to more complex or larger tasks, building Reinforcement Learning (RL) systems with this ability remains elusive. Here, we present…