Transfer Learning by Modeling a Distribution over Policies

Disha Shrivastava, Eeshan Gunesh Dhekane, Riashat Islam

Exploration and adaptation to new tasks in a transfer learning setup is a central challenge in reinforcement learning. In this work, we build on the idea of modeling a distribution…