Temporal Consistency Improves Generalization in Contextual Offline Meta Reinforcement Learning

Mohammadreza Nakheai, Aidan Scannell, Kevin Luck +1

Offline meta-reinforcement learning seeks to learn a policy that generalizes to new related tasks online. Context-based methods infer a task representation from transition historie…