APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering
APEx is proposed, a hierarchical experience utilization framework that organizes interaction history into instance-level trajectory memories and category-level procedural skills, and couples them through a closed-loop architecture of Executor, Distiller, and Planner, allowing ground-truth-free self-improvement with ski...
Jie Ding, Rui Sun, Xin-Yi Zhang et al.
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