Few-Shot Bayesian Imitation Learning with Logical Program Policies

no code implementations • 12 Apr 2019 • Tom Silver, Kelsey R. Allen, Alex K. Lew, Leslie Pack Kaelbling, Josh Tenenbaum

We propose an expressive class of policies, a strong but general prior, and a learning algorithm that, together, can learn interesting policies from very few examples.

Bayesian Inference Imitation Learning +1