Accelerating Imitation Learning with Predictive Models

Ching-An Cheng, Xinyan Yan, Evangelos A. Theodorou, Byron Boots

Abstract: Sample efficiency is critical in solving real-world reinforcement learning problems where agent-environment interactions can be costly. Imitation learning from expert advice has proved to be an eff...