most citedWebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

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cs.LG2025

Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory

Sijia Li, Yuchen Huang, Zifan Liu +6

As intents unfold and environments change, multi-turn agents face continuously shifting decision contexts. Although reusing past experience is intuitively appealing, existing appro…