Sim-to-Real Robot Learning from Pixels with Progressive Nets

Andrei A. Rusu, Mel Vecerik, Thomas Rothörl +3

Applying end-to-end learning to solve complex, interactive, pixel-driven control tasks on a robot is an unsolved problem. Deep Reinforcement Learning algorithms are too slow to ach…