A pipeline that synthesizes verifiable tasks from tool trajectories to train and evaluate LLM agents on ambiguous, changing, and infeasible user intents.
These queries can either be out of tool constraints or against the domain policies
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Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents
A pipeline that synthesizes verifiable tasks from tool trajectories to train and evaluate LLM agents on ambiguous, changing, and infeasible user intents.