Provably Efficient Model-based Policy Adaptation

Yuda Song, Aditi Mavalankar, Wen Sun, Sicun Gao

Abstract: The high sample complexity of reinforcement learning challenges its use in practice. A promising approach is to quickly adapt pre-trained policies to new environments. Existing methods for this pol...