Life is a POMDP, you cannot control the outcome but can control the odds!
Roboticist @GoogleDeepMind ex-@NASAJPL · @Caltech @CarnegieMellon VNIT Nagpur
Playing with Gemini Robotics 2 on Apollo is so fun!
The incredible thing about whole body generalization in 3D space on humanoids is that all the recovery, retry and reactive behaviors look very human-like - like having a proto human intelligence in a metal body in your lab.
Unseen task, unscripted motions.
We've released Gemini Robotics 2 @GoogleDeepMind
Robot policies are arguably stuck at a Pareto frontier: general-purpose OR whole-body OR dexterous — pick one. We're pushing it out on every axis.
A step toward Physical AGI: "Ok Google, do my dishes."
How I got here 🧵
Artemis II launched yesterday 🚀
Three years ago we were already in discussions with the NASA Group 23 Astronauts about the next era of space exploration — general-purpose robots as astronaut assistants, for the science, the repairs, and the places too dangerous for humans.
Someday a robot like this flies too. We're making sure of it.
Artemis didn't happen overnight. Neither does anything worth doing. You plan, you grind, you don't stop — and one day the rocket goes up.
@NASA@NASAJPL
At DeepMind, I'm excited to focus on building reliable, general-purpose autonomy—bringing robots from the most unknown places in our solar system to the most important ones: our homes, hospitals, and communities.
The adventure continues! 🖖
Bittersweet news: After 8 incredible years at @NASAJPL, I’m thrilled to be starting my next chapter with the Gemini Robotics team at @GoogleDeepMind!
Immensely grateful to my colleagues and mentors at JPL & @Caltech for the unforgettable journey.
From competing in the DARPA Subterranean Challenge to deploying robots into glacial crevasses, it was an honor to tackle some of the most extreme environments imaginable with such a brilliant team.
It was a great honor to present #EELS to Mr. Bezos and the amazing audience at Amazon MARS Conference! Amazing Job, EELS Team @RoboticistRohan et al.!
ベゾスさんへのプレゼンとデモ、ばっちり決まりました!
(Thanks @ltelkins for the talk photo!)
From working late nights doing math on a whiteboard to coding/testing in a walk-in freezer and then deploying the system at a real glacier to collect data for Earth Science, to seeing our work on the cover of Science Robotics! #LifeAtNASAJPL#DAREMIGHTYTHINGS
Our research @NASAJPL is featured on the cover of Science Robotics!
Goal: Autonomously traverse uncertain extreme terrains with no prior maps, and no GPS under perceptual degradation from fog, dust, and featureless icy terrains
How? 🧵
We present a Risk-aware Integrated Task and Motion Planning (TAMP) framework to achieve this type of human intelligence in our autopilot software.
Paper: https://t.co/QSzhuqT8VO
Project website: https://t.co/fhKz3v6BBz