Data-Efficient Task Generalization via Probabilistic Model-based Meta Reinforcement Learning

Arjun Bhardwaj, Jonas Rothfuss, Bhavya Sukhija +4

We introduce PACOH-RL, a novel model-based Meta-Reinforcement Learning (Meta-RL) algorithm designed to efficiently adapt control policies to changing dynamics. PACOH-RL meta-learns…