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Emergent Hand Morphology and Control from Optimizing Robust Grasps of Diverse Objects
Xinlei Pan
,
Animesh Garg
,
Animashree Anandkumar
,
Yuke Zhu
Learning a Contact-Adaptive Controller for Robust, Efficient Legged Locomotion
Xingye Da
,
Zhaoming Xie
,
David Hoeller
,
Byron Boots
,
Anima Anandkumar.
,
Yuke Zhu
,
Buck Babich
,
Animesh Garg
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation
Yu Xiang
,
Christopher Xie
,
Arsalan Mousavian
,
Dieter Fox
arXiv
RMP2 : A Differentiable Policy Class with Control-Theoretic Guarantees
Anqi Li
,
Ching-An Cheng
,
M. Asif Rana
,
Nathan Ratliff
,
Byron Boots
RMPflow: A Geometric Framework for Generation of Multi-Task Motion Policies
Ching-An Cheng
,
Mustafa Mukadam
,
Jan Issac
,
Stan Birchfield
,
Dieter Fox
,
Byron Boots
,
Nathan Ratliff
arXiv
Stein Variational Model Predictive Control
Alexander Lambert
,
Adam Fishman
,
Dieter Fox
,
Byron Boots
,
Fabio Ramos
STReSSD: Sim-to-Real from Sound for Stochastic Dynamics
Carolyn Matl
,
Yashraj Narang
,
Dieter Fox
,
Ruzena Bajcsy
,
Fabio Ramos
Towards Coordinated Robot Motions: End-to-End Learning of Motion Policies on Transform Trees
M. Asif Rana
,
Anqi Li
,
Dieter Fox
,
Sonia Chernova
,
Byron Boots
,
Nathan Ratliff
\"Good Robot\": Efficient Reinforcement Learning for Multi-Step Visual Tasks
Andrew Hundt
,
Benjamin Killeen
,
Heeyeon Kwon
,
Chris Paxton.
,
and Gregory D. Hager
Collaborative Interaction Models for Optimized Human-Robot Teamwork
Adam Fishman
,
Chris Paxton.
,
Wei Yang
,
Nathan Ratliff
,
Byron Boots
,
Dieter Fox
arXiv
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