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This is a Quantitative Study study (also classified as: Experimental Study).

October 13, 2025

Where is RobotGPT?

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Generative AI techniques improve visual understanding but struggle with geometry in real-world tasks.
Large datasets and simulation play a crucial role in training robots for effective manipulation skills.
Previous work showed successful sim-to-real transfer of manipulation capabilities in robots.
Future efforts aim to investigate foundation models that combine high-level reasoning with low-level policies.

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Talk explores generative AI's role in training robot manipulation skills using large datasets and simulation.

Dieter Fox (2025) studied this question.

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