Transfer Reinforcement Learning across Homotopy Classes

Zhangjie Cao, Minae Kwon, Dorsa Sadigh

The ability for robots to transfer their learned knowledge to new tasks -- where data is scarce -- is a fundamental challenge for successful robot learning. While fine-tuning has b…