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Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics
Matthias Weissenbacher
,
Samarth Sinha
,
Animesh Garg
,
Yoshinobu Kawahara
Paper
Learning Efficient and Robust Ordinary Differential Equations via Invertible Neural Networks
Weiming Zhi
,
Tin Lai
,
Lionel Ott
,
Edwin V. Bonilla
,
Fabio Ramos
Paper
Adaptive Manipulation of Conductive, Non-magnetic Objects via a Continuous Model of Magnetically Induced Force and Torque
Griffin F Tabor
,
Lan N Pham
,
Jake J Abbott
,
and Tucker Hermans
Adaptive Model Predictive Control by Learning Classifiers
Rel Guzman
,
Rafael Oliveira
,
Fabio Ramos
Paper
Correcting Robot Plans with Natural Language Feedback
Pratyusha Sharma
,
Balakumar Sundaralingam
,
Valts Blukis
,
Chris Paxton.
,
Tucker Hermans
,
Antonio Torralba
,
Jacob Andreas
,
Dieter Fox
Website
Diffeomorphic Transforms for Generalised Imitation Learning
Weiming Zhi
,
Tin Lai
,
Lionel Ott
,
Fabio Ramos
Paper
Factory: Fast Contact for Robotic Assembly
Yashraj Narang
,
Iretiayo Akinola
,
Yunrong Guo
,
Ankur Handa
,
Michelle Lu
,
Miles Macklin
,
Adam Moravanszky
,
Philipp Reist
,
Gavriel State
,
Kier Storey
,
Lukasz Wawrzyniak
,
Dieter Fox
Video
Website
GLiDE: Generalizable Quadrupedal Locomotion in Diverse Environments with a Centroidal Model
Zhaoming Xie
,
Xingye Da
,
Buck Babich
,
Animesh Garg
,
Michiel van de Panne
arXiv
Website
IFOR: Iterative Flow Minimization for Robotic Object Rearrangement
Ankit Goyal
,
Arsalan Mousavian
,
Chris Paxton.
,
Yu-Wei Chao
,
Brian Okorn
,
Jia Deng
,
Dieter Fox
arXiv
Website
Modular Action Concept Grounding in Semantic Video Prediction
Wei Yu
,
Wenxin Chen
,
Songhenh Yin
,
Steve Easterbrook
,
Animesh Garg
Paper
Website
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