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arxiv_cs_cl · Oct 29, 2026 · paper
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Don't Lose the Thread: Empowering Long-Horizon LLM Agents with Cognitive Resource Self-Allocation
arxiv.orgOct 29, 2026
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In brief
Agents powered by large language models (LLMs) have demonstrated remarkable progress in solving complex reasoning tasks. However, LLM agents often falter on long-horizon tasks due to cognitive overload, as their worki...
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