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Boosting Deepresearch and LongContext Ability with Self-Generated Deepresearch Rollouts Traces

arXiv:2609.20844v1 Announce Type: new Abstract: Deepresearch (DR) agents interact with real-world web environments through multi-turn search and visit, causing their contexts to grow rapidly over time. We observe that, even after DR Agentic Reinforcement Learning (DR-RL), 61.6% of the model's remai…

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  1. 2026-09-21 04:00 · arXiv cs.CL
    Boosting Deepresearch and LongContext Ability with Self-Generated Deepresearch Rollouts Traces

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