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Daniel Schreck

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Adaptive Competence-Boundary Curricula for Countdown with RLOO

This work investigates whether curriculum-based prompt selection can improve sample efficiency for Countdown arithmetic reasoning by focusing training on prompts near the model’s current competence boundary, and introduces an adaptive competence-boundary curriculum for RLOO.

Karishma Aggarwal, Sheng-Yong Niu, Daniel Schreck · 0 citations