Research

Learning to Singulate Objects in Packed Environments using a Dexterous Hand

• Hanyang ZHOU
• Research

This paper presents the Singulating Objects in Packed Environments (SOPE) framework, which utilizes a novel displacement-based state representation and a multi-phase RL approach to enable effective singulation of target objects in cluttered environments using a 16-DOF Allegro Hand.