Dependency-Aware Trajectory Refinement for Efficient Multi-Turn Agent Fine-Tuning
Refinement of multi-modal QA trajectories is proposed, viewing each trajectory as a round-level dependency DAG that exposes which rounds are globally load-bearing for the final answer, and fine-tune agents on trajectories refined through this DAG.
Zhuo Chen, Zhen Zhang, Xinyu Wang et al.
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