Cock Heemskerk

Self-supervised Learning for Joint Pushing and Grasping Policies in Highly Cluttered Environments

Robotic systems often face challenges when attempting to grasp a target object due to interference from surrounding items. We propose a Deep Reinforcement Learning (DRL) method that develops joint policies for grasping and pushing, enabling effective manipulation of target objects within untrained,…