A Statistical Guarantee for Representation Transfer in Multitask Imitation Learning

Bryan Chan, Karime Pereida, James Bergstra

Transferring representation for multitask imitation learning has the potential to provide improved sample efficiency on learning new tasks, when compared to learning from scratch.…