Christopher Niemann

Learning When to Stop: Efficient Active Tactile Perception with Deep Reinforcement Learning

Actively guiding attention is an important mechanism to employ limited processing resources efficiently. The Recurrent Visual Attention Model (RAM) has been successfully applied to process large input images by sequentially attending to smaller image regions with an RL framework. In tactile percepti…