Search Results for author: Charlotte Avra

Found 2 papers, 0 papers with code

SculptDiff: Learning Robotic Clay Sculpting from Humans with Goal Conditioned Diffusion Policy

no code implementations15 Mar 2024 Alison Bartsch, Arvind Car, Charlotte Avra, Amir Barati Farimani

Manipulating deformable objects remains a challenge within robotics due to the difficulties of state estimation, long-horizon planning, and predicting how the object will deform given an interaction.

Imitation Learning

SculptBot: Pre-Trained Models for 3D Deformable Object Manipulation

no code implementations15 Sep 2023 Alison Bartsch, Charlotte Avra, Amir Barati Farimani

Deformable object manipulation presents a unique set of challenges in robotic manipulation by exhibiting high degrees of freedom and severe self-occlusion.

Deformable Object Manipulation Object +1

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