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Machine Heart
Machine Heart
Apr 8, 2026 · Artificial Intelligence

Retrieval-Augmented Affordance Prediction Enables Zero-Shot Fine-Grained Robot Manipulation

The RAAP framework decouples static contact point and dynamic action direction, using retrieval‑augmented inference to achieve zero‑sample, cross‑category fine‑grained robot manipulation with only a few training examples per task.

DROID datasetFranka robotHOI4D
0 likes · 10 min read
Retrieval-Augmented Affordance Prediction Enables Zero-Shot Fine-Grained Robot Manipulation
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