
And that's a wrap on a fantastic ICRA 2026! 🎉 Incredible run for MolmoBot — clean sweep on workshops, winning Best Paper at all three we entered: Synthetic Data for Robot Learning, Beyond Teleoperation, and VLA Pipelines. 🤖
Thanks to all the organizers and everyone who stopped by the poster sessions; I had excellent conversations all week. Oh and the gala might be the best I've ever been to. The imperial apartments and Spanish Riding School at the Hofburg?? I am ruined for all future galas 😭✨
MolmoB0T: allenai.github.io/MolmoBot/
RING: one-ring-policy.allen.ai/
Our paper MolmoB0T won top honor at the SDRL workshop today! Congrats to my co-authors @ab_deshpande, Maya, Snehal, @RanjayKrishna, @shahdhruv_ (plus others, you know how it goes), and we'll see you as well at the VLA Pipelines and Beyond Teleoperation workshops on Friday 🚀
Rose Hendrix retweeted
I had an "oh shit" moment the first time I ran pi0 - we're now in an era where you can just download a manipulation policy, put it on your robot, and watch things happen. By releasing MolmoBot, now I hope I can help others have their own "oh shit" moments!
Delighted to be releasing our entire system today in support of open robotics research! Now anyone can use MolmoBot, train on our data, or generate their own data to do zero-shot sim-to-real transfer on any robot. Check it out! allenai.github.io/MolmoBot/
So proud to share MolmoBot! We trained static and mobile manipulation policies entirely in simulation—no real-world teleoperation needed—and they outperform models trained on proprietary data. 🧵
We use no task-specific fine-tuning or real data at all and were able to evaluate zero-shot in diverse settings, including an external eval from our collaborators.
Everything is open: code, data, the whole pipeline. Can't wait to see what this unlocks in robotics research and what people build.
Check it out!
General: allenai.org/blog/molmobot
Technical: allenai.org/blog/molmobot-ro…
Code and data coming soon.
So proud to finally share MolmoSpaces with the world! We built this to enable true zero-shot benchmarking for embodied AI—with massive-scale environments to push generalization. Stay tuned for what this unlocks for policy training 🚀
Check it out at allenai.org/blog/molmospaces
Rose Hendrix retweeted
How should a robot hold a water bottle? 🤔 That depends: is it opening it, or passing it to you?
I’m excited to introduce GraspMolmo, a VLM that predicts semantically appropriate grasps based on your command!
Website: abhaybd.github.io/GraspMolmo…
🧵 Thread ↓
Rose Hendrix retweeted
📢Applications are open for summer'25 internships at the PRIOR (computer vision) team
@allen_ai:
Come join us in building large-scale models for:
📸 Open-source Vision-Language Models
💻 Multimodal Web Agents
🤖 Embodied AI + Robotics
🌎 Planet Monitoring
Apply by December 11, 2024!
Poster ID 61 in the #CoRL2024 4pm poster session, come talk to us about on-policy RL with transformers at scale for sim-to-real visual navigation!
🚀 Quick Update 🚀
🎉 @ZCCZHANG will present PoliFormer at CoRL Oral Session 5 (🕤 9:30-10:30, Fri, Nov 8, CET)! 🎉
Meet us at Poster Session 4 (🕓 16:00-17:30) to chat with @ZCCZHANG, @rosemhendrix, and Jordi!
💻 Our code & checkpoints are NOW public: github.com/allenai/poliforme…













