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Introduces Flow Reversal Steering (FRS), a method to refine coarse actions from semantic reasoning into precise robot actions by reversing and re-denoising through a flow-matching generalist policy, improving zero-shot control and enabling policy learning.
This article explains Behavioral Cloning, an imitation learning technique used to train policies from expert demonstrations, discussing its theoretical basis in maximum likelihood estimation and its historical applications like AlphaGo.