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Georgia Institute of Technology, Ohio State University
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Recovery routing can outperform escalation strategies by leveraging execution feedback, achieving a higher solve rate at only 35% of the typical recovery cost.
Expert traces can enhance multi-turn tool-use agents without constraining their rollout generation, leading to significant performance gains.