Selected Publications
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Humanoids
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Hand-Eye Autonomous Delivery (HEAD): Learning Humanoid Navigation, Locomotion and Reaching
Sirui Chen*
,
Yufei Ye*
,
Zi-ang Cao*,
Jennifer Lew
,
Pei Xu
,
C. Karen Liu.
,
Conference on Robot Learning (CoRL),
2025. * indicates equal
contribution.
[arXiv]
[Project Site]
Teach humanoid robots to navigate complex environments autonomously and deliver their hands to any specified target.
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TWIST: Teleoperated Whole-Body Imitation System
Yanjie Ze
,
Zixuan Chen
,
João Araújo
,
Zi-ang Cao,
Xue Bin Peng
,
Jiajun Wu
,
C. Karen Liu.
,
Conference on Robot Learning (CoRL), 2025
.
[arXiv]
[Project Site]
Versatile, Coordinated, Whole-Body Skills for Humanoid Robots via Teleoperation.
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Equivariance Imitation Learning
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Failure Detection
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Unpacking Failure Modes of Generative Policies: Runtime Monitoring of Consistency and
Progress
Christopher Agia
,
Rohan Sinha
,
Jingyun Yang
,
Zi-ang Cao,
Rika Antonova
,
Marco Pavone
,
Jeannette Bohg
Conference on Robot Learning (CoRL),
2024
[arXiv]
[Project Site]
Robot behavior policies trained via imitation learning are prone to failure under conditions that
deviate
from
their training data.
In this work, we present Sentinel, a runtime monitor that detects unknown failures (requiring no data of
failures) of generative robot policies at deployment time.
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Sim 2 Real
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