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D2RL: Deep Dense Architectures in Reinforcement Learning
Samarth Sinha
,
Homanga Bharadhwaj
,
Aravind Srinivas
,
Animesh Garg
arXiv
Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning
Anthony Tompkins
,
Rafael Oliveira
,
Fabio Ramos
A User's Guide to Calibrating Robotics Simulators
Bhairav Mehta
,
Ankur Handa
,
Dieter Fox
,
Fabio Ramos
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
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