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Minghui Xu

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#artificial intelligence Preprint Aug 2026

Learning to Use Tools: Reinforcement Learning for Tool-Integrated Mathematical Reasoning

Calculator tool calling for improving mathematical reasoning on the Countdown task is studied, suggesting that tool integration reduces arithmetic and verification errors, while RL increases the probability of correct reasoning traces.

Minghui Xu, Z. Wang · 0 citations