Improved Reinforcement Learning Pushing Policies via Heuristic Rules

Marios Kiatos, Iason Sarantopoulos, Sotiris Malassiotis +1

Non-prehensile pushing actions have the potential to singulate a target object from its surrounding clutter in order to facilitate the robotic grasping of the target. To address th…