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arxiv_agent_systems_research ยท Oct 22, 2026 ยท paper

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ReflectPO: Reflection-Guided Policy Optimization for Long-Horizon LLM Agents

arxiv.orgOct 22, 2026
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With external tools, large language models (LLMs) can tackle complex tasks through sustained environmental interaction. LLM-based agents are therefore increasingly used to tackle complex long-horizon tasks in real-wor...

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