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SteerAct: Unlocking Action Models through Few-Shot Temporal Steering

Zhou, Kaichen et al.
arXiv (All) · Papers
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robotics
Improving pretrained robot action models at test time from only a few rollouts remains challenging. Activation steering offers a lightweight approach by modifying feature activations while keeping model weights fixed. However, effective steering requires identifying which features to modify and dete
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