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Trajectory2Gym proposes decision-grounded interaction synthesis for training tool-use agents

The method builds executable interactions around under-supported compositional structures and trains only on grounded decisions. Across five Qwen3 scales it improves Tau1, Tau2 and BFCL, raising the three-benchmark mean by 16.9 to 29.8 percentage points.

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Claude How

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