Top Tweets for #rss2026
The RL4VLA Workshop has come to an end after an incredible Friday at #RSS2026 in Sydney ๐ฆ๐บ
We brought together researchers to discuss how RL can advance VLA models, the remaining challenges, and what it will take for robotics to have its own "RL moment" as we've seen with LLMs.

Ambient Diffusion Policy won 2/2 Best Paper Awards at #RSS2026 workshops! ๐๐
โข Best Paper โ Data-Centric Robotics
โข Most Useful Practical Information โ Itโs the Demos
I'm super excited to see how the community builds on this work.
Huge thanks to the organizers for having us! @gao_young @yingdong_hu99 and Michael C. Welle

๐ค We introduce Ambient Diffusion Policy, a simple and principled method for training policies with suboptimal data in robotics.
Suboptimal data is everywhere in roboticsโฆ
โ Data filtering is wasteful
โ Co-training learns both good and bad features
โ
Ambient Diffusion Policy selectively learns useful features via noise-dependent data usage
๐๐งต(1/5)
4/4 A USC ร Columbia ร Starpilot collaborationโaccepted for an oral presentation at an #RSS2026 workshop! ๐Thanks to Zinan Li, @yiyang_ling , @binghao_huang,@snikolaidis19,@YunzhuLiYZ, @daniel_t_seita and others.
Paper:https://t.co/7NZKvoGzsg
Website https://t.co/Rc4XY1xBor
What data do robots really need? ๐ค๐
Recap from our #RSS2026 workshop at UTS Sydney!
๐ Congrats to Best Paper winner Adam Wei! Thanks to our incredible speakers & organizers for making it happen.
Watch the full recording & recaps here:
๐น Recording: https://t.co/MeLhgJp8gV
๐ Workshop Info: https://t.co/rOX8OtNT5P
#SpiritAI #ๅๅฏปๆบ่ฝ #EmbodiedAI #Robotics

"Uncertainty Quantification for Flow-Based Vision-Language-Action Models" received the Best Paper Award at the #RSS2026 Workshop on Diffusion for Robot Learning!
Paper: https://t.co/02hPimPacP
Thanks Kaizhe Hu @hkz222, @brenthyi, @TakaraTruong and team for organizing!

๐ RBO Hand 2 Paper Receives RSS Test of Time Award
Oliver Brock and former PhD student Raphael Deimel received the RSS 2026 Test of Time Award for their 2014 RBO Hand 2 paper, showing that compliance can enable robust, dexterous grasping with simple control.
#Robotics #RSS2026

#RSS2026 Test of Time Award: Raphael Deimel and Oliver Brock

๐ค Robots are moving beyond automation โ welcome to the era of Physical AI.
At #RSS2026, Seeed explored how robot learning, #VLA models, digital twins, and open robotics platforms are shaping the next generation of intelligent robots.
From #reBotArm B601 to @NVIDIA Isaac Sim 6.0 digital twin, weโre helping developers bridge the gap between AI models and real-world robotic applications.
The future of robotics is becoming more open, accessible, and intelligent. ๐
Read the recap โ
https://t.co/0CZCxDEKwr

Are We Ready for the Universal Brain in Robotics?
At #RSS2026 last week, Spirit AI laid out our path to powering the next generation of intelligent workforce.
Check out our Sydney highlights in the video. ๐ฌ
The foundation is built. Join us on the journey.
#SpiritAI #ๅๅฏปๆบ่ฝ #EmbodiedAI #Robotics
ๅฝ้ไผ่ญฐRobotics: Science and Systems #RSS2026 ใฎๅ่ณ่ซๆ่ฆใฆใใใ๏ผ่ชๅใฎ่ซๆใฎใILBiTใใ "Following [ ILBiT ] " ใจๅผ็จใใใฆใใฆใใณใทใงใณใใใใฃใ!
LingBot-VA at #RSS2026

Had a great time at #RSS2026 @RoboticsSciSys presenting TinySDP (https://t.co/UZXFtp5JGv) and a workshop paper on learning recoverability inside model-based optimization for safe robot control at the Failure Is Not the End workshop. Looking forward to sharing the full paper soon!

#RSS2026 was a wrap! I really enjoyed my first RSS as a result of how community driven and well organized it was! Views of the opera house and darling harbor certainly helped ;)

hank you everyone who stops by our booth at #RSS2026 in Sydney Australia ๐ฆ๐บ.
We will see you next time ๐
#LimXDynamics #humanoid #robot #embodiedAI #robotics
#Oli #Tron1 #Tron2
#RSS2026 ๅ
จไฝใใๆใใๅไบบ็ใใฌใณใใฏ๏ผๅฎๅ
จใชend-to-endใใ๏ผๅฎ้ใฎใทในใใ ใ่ๆ
ฎใใๆง้ ใๅ
ฅใ่พผใใงๅญฆ็ฟๆง่ฝใๆฑๅๆงใไธใใ็ ็ฉถใใปใจใใฉใ ใฃใๆฐใใใ๏ผใใใฏ๏ผๅฝ็ถใจใใใฐๅฝ็ถใชใฎใ ใ๏ผend-to-endใใใใใใ่กๆใซๆฏในใใฐๅฐๅณใ ใ๏ผๆ็ใฎๆฎต้ใจใใใฐ่ใใใฏใใใใฉ
Proud to showcase our #NERO Teleoperation Set, #PiPER-X, and #MobileRobots to global researchers at #RSS2026! ๐ฆ๐บ
Thanks to everyone stopped by. Weโll continue to support #EmbodiedAI research with more robust platforms on the way. See you next year! @RoboticsSciSys
#Tech

Heading home tomorrow. Had a great time at #RSS2026 and made lots of good memories. See you all at the next conference!

That's a wrap on #RSS2026! ๐
An incredible week of inspiring talks, exciting research, and great discussions. Thanks to all the authors, speakers, reviewers, organizers, volunteers, sponsors, and attendees for making RSS 2026 such a success.
See you at the next RSS! ๐ค

#RSS2026
ใฉใใชๆใใงๆป่ชญใrebuttalใ้ฒใใใใฆใใใฎใใจใ

Sharpa at #RSS2026 in Sydney! Two North robots and our Wave hands sparked great conversations with the community working on manipulation and deployment bottlenecks.
โ Dr. Yunfang Yang on the Sharpa platform: hands, humanoid, AI models
โ Kaifeng Zhang, our Head of Academia, on our latest research
โ Met some of the best AI research talent in the field
Building embodied AI? Come talk to us.
#RSS2026 #AIRobotics #DexterousManipulation #SharpaWave #EmbodiedAI #SharpaNorth #VLA #PhysicalAI
Very cool #rss2026 talk from
@YunzhuLiYZ on tactile/touch; to top it off he threw in an interactive world model ๐คฏ
Tks for open sourcing this too! https://t.co/4Ns24xd1uF
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