Coarse-to-Fine Q-attention: Efficient Learning for Visual Robotic Manipulation via Discretisation

Stephen James, Kentaro Wada, Tristan Laidlow +1

We present a coarse-to-fine discretisation method that enables the use of discrete reinforcement learning approaches in place of unstable and data-inefficient actor-critic methods…