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You've Got a Golden Ticket: Improving Generative Robot Policies With A Single Noise Vector

Patil, Omkar et al.
arXiv (All) · Papers
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robotics
Generative robot policies trained on demonstrations using behavior cloning often learn actions that are sub-optimal or misaligned with respect to the downstream task. Policy improvement approaches aim to bridge this gap and improve the cumulative reward with minimal interventions on the pre-trained
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