
CMU Robotics Institute
@cmu_robotics
Pioneering the future of robotics since 1979. Weβre transforming industries and everyday life through cutting-edge innovation and world-class education.
ID: 1137228224
https://linktr.ee/cmuroboticsinstitute 31-01-2013 15:26:15
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Congrats to Jiaoyang Li (Jiaoyang Li) on receiving the NSF CAREER award! Her work, βEnvironment Optimization for Large-Scale Multi-Agent Coordination: Models, Methods, and Applicationsβ reimagines how environments are designed for robots! Learn moreπ loom.ly/6etJMLc




Say ahoy to ππ°πΈπ»πΎπβ΅: a new paradigm of *learning to search* from demonstrations, enabling test-time reasoning about how to recover from mistakes w/o any additional human feedback! ππ°πΈπ»πΎπ β΅ out-performs Diffusion Policies trained via behavioral cloning on 5-10x data!

Shortcut models enable scaling offline RL, both at train-time at test-time! We beat so many other algorithms on so many tasks we had to stick most of the results in the appendix π . Very proud of Nicolas Espinosa Dice for spearheading this project, check out his thread!