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TRACE: Trajectory Selection for Parallel Scaling of Search Agents

Zhou, Qisheng et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
Parallel search may generate a correct answer that final-answer voting fails to select. We formulate this consolidation stage as trajectory selection and introduce TRACE (Trajectory Ranking with Aggregated Cross-Rollout Evidence), a lightweight learned selector that ranks completed trajectories usin
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