Jeremy Collins (@jerthesquare_) 's Twitter Profile
Jeremy Collins

@jerthesquare_

ML PhD student at Georgia Tech | Large Behavior Models intern at the Toyota Research Institute | Teaching robots with internet-scale video data

ID: 1528501298626281474

linkhttps://jeremy-collins.github.io/ calendar_today22-05-2022 22:22:13

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Jeremy Collins (@jerthesquare_) 's Twitter Profile Photo

If you're at #ICRA2025, come and see us present RoCoDA in room 411 at 10:15am! Also come by our poster at 10:30am in the same room.

Animesh Garg (@animesh_garg) 's Twitter Profile Photo

Scaling action prediction with actionfree data is the challenge that we have on our path to scaling robotics. We can reframe the problem in a "what" and "how" framework. This allows building large scale models trained on different subsets of data with (and without) action

Scaling action prediction with actionfree data is the challenge that we have on our path to scaling robotics. 

We can reframe the problem in a "what" and "how" framework. This allows building large scale models trained on different subsets of data with (and without) action
Russ Tedrake (@russtedrake) 's Twitter Profile Photo

TRI's latest Large Behavior Model (LBM) paper landed on arxiv last night! Check out our project website: toyotaresearchinstitute.github.io/lbm1/ One of our main goals for this paper was to put out a very careful and thorough study on the topic to help people understand the state of the

Albert Wilcox (@albertwilcoxiii) 's Twitter Profile Photo

Imitation learning has seen great success, but IL policies still struggle with OOD observations We designed a 3D backbone, Adapt3R, that can combine with your favorite IL algorithm to enable zero-shot generalization to unseen embodiments and camera viewpoints!