Fast Task-Adaptation for Tasks Labeled Using Natural Language in Reinforcement Learning

Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré

Over its lifetime, a reinforcement learning agent is often tasked with different tasks. How to efficiently adapt a previously learned control policy from one task to another, remai…