People

Caelan Garrett

Caelan Garrett (mit.edu)

Research Area(s)
Artificial Intelligence and Machine Learning
Robotics
Main Field of Interest
Robotics
Google Scholar
https://scholar.google.com/citations?user=KVUCqGwAAAAJ&hl=en

Publications

2023

Human-In-The-Loop Task and Motion Planning for Imitation Learning
Ajay Mandlekar, Caelan Garrett, Danfei Xu, Dieter Fox
CoRL 2023
NOD-TAMP: Multi-Step Manipulation Planning with Neural Object Descriptors
Shuo Cheng, Caelan Garrett, Ajay Mandlekar, Danfei Xu
Workshop on effective Representations, Abstractions, and Priors for Robot Learn…
Oral presentation
DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability
Xiaolin Fang, Caelan Garrett, Clemens Eppner, Tomás Lozano-Pérez, Leslie Pack Kaelbling, Dieter Fox
CoRL 2023 Workshop on Learning Effective Abstractions for Planning (LEAP)
Imitating Task and Motion Planning with Visuomotor Transformers
Murtaza Dalal, Ajay Mandlekar, Caelan Garrett, Ankur Handa, Ruslan Salakhutdinov, Dieter Fox
CoRL 2023
Interventional Data Generation for Robust and Data-Efficient Robot Imitation Learning
Ryan Hoque, Ajay Mandlekar, Caelan Garrett, Ken Goldberg, Dieter Fox
First Workshop on Out-of-Distribution Generalization in Robotics at CoRL 2023
Sequence-Based Plan Feasibility Prediction for Efficient Task and Motion Planning
Zhutian Yang, Caelan Garrett, Tomás Lozano-Pérez, Leslie Pack Kaelbling, Dieter Fox
Robotics: Science and Systems (RSS)
Meta-Policy Learning over Plan Ensembles for Robust Articulated Object Manipulation
Constantinos Chamzas, Caelan Garrett, Balakumar Sundaralingam, Lydia Kavraki, Dieter Fox
RSS 2023 Workshop on Learning for Task and Motion Planning
CuRobo: Parallelized Collision-Free Robot Motion Generation
Balakumar Sundaralingam, Siva Hari, Adam Fishman, Caelan Garrett, Karl Van Wyk, Valts Blukis, Alexander Millane, Helen Oleynikova, Ankur Handa, Fabio Ramos, Nathan Ratliff, Dieter Fox
IEEE International Conference on Robotics and Automation (ICRA)

2022

Cooperative Task and Motion Planning for Multi-Arm Assembly Systems
Jingkai Chen, Jiaoyang Li, Yijiang Huang, Caelan Garrett, Dawei Sun, Chuchu Fan, Andreas Hofmann, Caitlin Mueller, Sven Koenig, Brian Williams
https://arxiv.org/abs/2203.02475

2020

Online replanning in belief space for partially observable task and motion problems
Caelan Garrett, Chris Paxton, Tomas Lozano-Perez, Leslie Kaebling, Dieter Fox
ICRA 2020