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Tolga İzdaş

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#artificial intelligence Preprint Sep 2026

Video2STL: Grounding VLM-Generated Temporal Specifications for Robot Learning

Video-based policy learning is particularly promising, as it illustrates target behaviors without requiring action annotations or embodiment-matched demonstrations. A central challenge is deciding what information should be transferred from the video to the robot. Existing approaches commonly convert visual observation...

Merve Atasever, Keyan Azbijari, Cagan Bakirci et al. · 0 citations

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