Seyed Mahdi Shamsi

Deep Q-Learning for Dry Stacking Irregular Objects

We propose a reinforcement learning approach for automatically building dry stacked (i.e. no mortar) structures with irregular objects. Stacking irregular objects is a challenging problem since each assembly action can be drawn from a continuous space of poses for an object, and several local geomet…