PaceVLA: per-chunk adaptive planning makes VLA robots up to 1.8x faster at same success

chris_j_paxton · x · 2026-10-28

PaceVLA lets a VLA pick, per action chunk, how coarsely and how far ahead to act, running up to 1.8x faster than teleoperation-paced baselines at equal success rate.

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