Disentangled Skill Embeddings for Reinforcement Learning

Janith C. Petangoda, Sergio Pascual-Diaz, Vincent Adam +2

We propose a novel framework for multi-task reinforcement learning (MTRL). Using a variational inference formulation, we learn policies that generalize across both changing dynamic…