62 citations · 74 across the 3 of their papers we have counts for
4 papers
Towards Generalized Robot Assembly through Compliance-Enabled Contact Formations
Andrew S. Morgan, Quentin Bateux, Mei Hao +1
Contact can be conceptualized as a set of constraints imposed on two bodies that are interacting with one another in some way. The nature of a contact, whether a point, line, or su…
Complex In-Hand Manipulation via Compliance-Enabled Finger Gaiting and Multi-Modal Planning
Andrew S. Morgan, Kaiyu Hang, Bowen Wen +2
Constraining contacts to remain fixed on an object during manipulation limits the potential workspace size, as motion is subject to the hand's kinematic topology. Finger gaiting is…
Vision-driven Compliant Manipulation for Reliable, High-Precision Assembly Tasks
Andrew S. Morgan, Bowen Wen, Junchi Liang +3
Highly constrained manipulation tasks continue to be challenging for autonomous robots as they require high levels of precision, typically less than 1mm, which is often incompatibl…
Model Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning
Andrew S. Morgan, Daljeet Nandha, Georgia Chalvatzaki +3
Substantial advancements to model-based reinforcement learning algorithms have been impeded by the model-bias induced by the collected data, which generally hurts performance. Mean…