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Sa-vla: Spatially-aware flow-matching for vision-language- action reinforcement learning,

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cs.CV 1 cs.LG 1

years

2026 2

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UNVERDICTED 2

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Adversarial Dual On-Policy Distillation from Expressive Teacher

cs.LG · 2026-05-26 · unverdicted · novelty 6.0

FA-OPD co-trains a flow-matching teacher and MLP student via adversarial dual on-policy distillation, improving robustness over baselines on six robot benchmarks with noisy or limited demonstrations.

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