How should we control multi-fingered robot hands? 🖐️🤖
With RL policies. Using policies trained in simulation, our new 13 DoF hand for Atlas can autonomously rotate a ball between its fingers, spin a drumstick, and thread a nut. 🧵 (1/5)
Our hand was designed exactly for this. The actuation and backdrivable transmission make it fast and accurate to simulate, which makes RL far more effective at training robust, dexterous policies. Being easy to simulate was a hardware requirement, not an afterthought. (4/5)
Most people love talking about AI, but it's only part of what keeps the robot standing. The unglamorous stuff becomes critical when you don't get a second chance. The hardware, firmware, and communication have to work flawlessly when it counts at the World Cup! (4/5)
A few years ago we wondered whether the WAMs could juggle 5 balls. Turns out, they can! 🤹
The hardest part often never makes it into the paper. The system integration behind this is what's truly impressive.
Great work @KaiPloeger & @Jan_R_Peters !
If you want to work with us and @_albertorod_ at @BostonDynamics, we are also hiring Research Scientists and Research Engineers
RL: https://t.co/hF54HcD5yy
BC: https://t.co/WnTzaaAf2W
In 2018, I didn’t recognize the importance of the original DeepMimic paper. At the time, humanoid robots were rare and domain randomization was still relatively new. Today, many demos and whole-body controllers are powered by DeepMimic-inspired methods. 🧵
If you also want to work with us and @_albertorod_ , we're also hiring Research Scientists and Research Engineers:
RL: https://t.co/hF54HcD5yy
BC: https://t.co/WnTzaaAf2W
Day one of ICRA 2026 done! 🤖
Already feels like the biggest robotics conference I've been to. The expo floor is packed with new anthropomorphic hands, half-humanoids and mini humanoids.
Everyone's talking about VLAs, the problems with teleoperation, using sim-to-real RL for dexterous manipulation, and whether tactile sensing is actually necessary.
If you're working on any of these, reach out. I'm at ICRA all week and happy to talk.