CMU Intelligent Autonomous Manipulation Lab
@iamlab_cmu
We are robotics researchers @CMU_Robotics investigating how to enable robots to acquire then generalize manipulation skills.
ID: 1242506359163293703
https://labs.ri.cmu.edu/iam/ 24-03-2020 17:41:30
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How do you adapt dynamics models to new scenarios? Peter Mitrano, in collab. with Alex LaGrassa and Oliver Krömer, shows that the key is to FOCUS on where source and target dynamics are similar. This does better than learning on all the data! sites.google.com/view/focused-a… #ICRA2023
Super happy to share Code as Policies received the Outstanding Paper Award in Robot Learning #ICRA2023 IEEE ICRA !! Big thank yous to my collaborators Wenlong Huang Fei Xia Peng Xu Karol Hausman Brian Ichter Pete Florence @andyzengtweets y'all rock 🎉🎉
Have you wondered how robotics & AI could be used in agriculture 🌽🤖? Last week, we deployed our robot in Iowa to insert micro-sensors into stalks to monitor crop health. Stay-tuned for the highlight video of our robot in action! CMU Robotics Institute AIIRA - AI Institute for Resilient Agriculture farm-ng CMU School of Computer Science
How can we leverage large pretrained VLMs for precise and dynamic manipulation tasks in real time? Presenting MResT🤖 framework for real-time control using sensing at various spatial and temporal resolutions Come say hi Conference on Robot Learning #CoRL2023 Today @ LangRob and Nov. 8 poster 4
Curious how causality can help learn interpretable and robust skills for manipulation? Please visit our work on SCALE tomorrow (Nov 9) at CoRL Poster Session 5 at 2:45pm ET! A thread 🧵 (1/4) #CoRL2023 Website: sites.google.com/view/scale-cau… Conference on Robot Learning CMU Robotics Institute CMU Intelligent Autonomous Manipulation Lab
Come visit our poster tomorrow Conference on Robot Learning on causal skill learning for manipulation!
DELTAHANDS is a synergistic dexterous hand framework that uses soft Delta robots. Delta hands are low-cost, easy to build & control, and highly configurable for dexterous manipulation. Check out our paper (arxiv.org/abs/2310.05266) or site (sites.google.com/view/deltahand…) for more info!
Congratulations to DR. Mohit Sharma (Mohit Sharma) on successfully completing your Ph.D. thesis on Representation Reuse for Learning Robust Robot Manipulations! It has been such a pleasure to be your advisor of the last years. CMU Robotics Institute
I had a wonderful time visiting Robotics@GT to present my work on "Planning What to Learn". Thank you Matthew Gombolay for inviting. CORE Robotics Lab is doing fantastic inter-disciplinary work on robot skill learning, multi-agent RL and HRI. Slides @ tinyurl.com/ykphcwt9
🏆 Congrats to the award winners at the Dexterous Manipulation Workshop at #RSS2024! 📜 Best Paper: Zilin Si, Kevin Zhang, Zeynep Temel, Oliver Kroemer, CMU Intelligent Autonomous Manipulation Lab 🎙️ Best Presentation: Kenny Shaw, Deepak Pathak #RSS2024, #DexterousManipulation