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Sergey Levine· X post·· 2026-06-26AI score29

Robotic RL Process Reward Models Evolve Automatically

Summary

We can learn a model that provides shaped "process rewards" for robotic RL, and this model evolves automatically as the policy improves. This improved performance on benchmarks and also works in the real world! Some interesting new work with Raymond Tsao & @ajwagenmaker.

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Source: Sergey Levine · x.com