If you're a PhD student looking for an impactful research internship for Summer 2027, our team would like to hear from you! Topics include, but are not limited to, world models, RL, post-training, and planning: careers.withwaymo.com/jobs/2027-summ…
Jimmy (Tsung-Yen) Yang
@JimmyTYYang1
Researcher at @Waymo Research; ML/Embodied AI; PhD @Princeton ECE
288 Following 670 Followers 49 Posts
Latest posts 5
I rarely repost content, but this is a step-change for robotics research. As an embodied AI researcher, I find this to be a truly special moment for the field
Introducing GEN-1.5, a one-shot learner.View quoted post on X
It can learn new tasks in a few seconds. Show it what to do, and it generalizes.
This capability emerged from pretraining on physical data at scale, as a step towards our mission of building general intelligence for the physical world.
A career update, and let the journey begin!
It was great to work with @BasileTerv987 on this project! The JEPA world model works well on unseen robot tasks. Thanks Basile for the amazing work!
My first PhD paper is out! 🎓View quoted post on X
"What Drives Success in Physical Planning with Joint-Embedding Predictive World Models?"
tl:dr: JEPA-WMs for robotics: learn dynamics on top of visual encoders, optimize actions towards goal 👇
w/ @JimmyTYYang1, Jean Ponce, @AdrienBardes, @ylecun
It is my pleasure to work with Raktim! A concrete example of how to use human videos to learn robot policies
Introducing DexWM: Dexterous Manipulation World ModelView quoted post on X
tl;dr: train on human videos; fine-grained actions; hand-consistency loss; DexWM+MPC -> zero-shot dexterous manipulation
w/ @_amirbar, @DavidJFan, @JimmyTYYang1, @GaoyueZhou, P. Krishnamurthy, M. Rabbat, F. Khorrami, @ylecun