High Performance Across Two Atari Paddle Games Using the Same Perceptual Control Architecture Without Training

Tauseef Gulrez, Warren Mansell

Deep reinforcement learning (DRL) requires large samples and a long training time to operate optimally. Yet humans rarely require long periods training to perform well on novel tas…