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Adaptive Data Collection

technology1 mentionslast seen Oct 2, 2026

A mechanism that directs expert demonstration generation toward the current policy's weaknesses.

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EmbodiRSIdepends onAdaptive Data Collection90% confidence1 source

Adaptive Data Collection

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EmbodiRSIdepends onAdaptive Data Collection

90% confidence1 supporting mentions

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preprintarXivOct 1, 2026EmbodiRSI: Recursive Self-Improvement for Data-Efficient Robot Adaptation
Two complementary mechanisms close this loop: Collaborative Error Correction generates agent-assisted corrective trajectories from policy-reached states, while Adaptive Data Collection directs expert demonstration generation toward the current policy's weaknesses