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Feb 27, 2025

Video

Athletic Intelligence

Stunting with Reinforcement Learning

In this demo, Ultra Mobile Vehicle (UMV) drives, turns, jumps, tricks, and comes to a sudden stop called a track-stand. All of the driving, landings, balance, and track-stands are done using reinforcement learning.

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Sep 3, 2025

Ultra Mobile Vehicle Expands Mobility Repertoire

Using reinforcement learning we have expanded the range of techniques the Ultra Mobile Vehicle (UMV) uses to handle terrain and obstacles, including hops, out-of-plane balance, and level-ground flips....

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Balance and Brains: Building an Ultra Mobile Vehicle

While AI has mastered language, getting robots to move swiftly and effortlessly through the unstructured world has not been solved. RAI Institute is building robots that think, plan,...

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