Hereditary Geometric Meta-RL: Nonlocal Generalization via Task Symmetries

Paul Nitschke, Shahriar Talebi

Meta-Reinforcement Learning (Meta-RL) commonly generalizes via smoothness in the task encoding. While this enables local generalization around each training task, it requires dense…