Escaping the Context Bottleneck: Active Context Curation for LLM Agents via Reinforcement Learning

Xiaozhe Li, Tianyi Lyu, Yizhao Yang +6

Large Language Models (LLMs) struggle with long-horizon tasks due to the "context bottleneck" and the "lost-in-the-middle" phenomenon, where accumulated noise from verbose environm…