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News/Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents
arxiv
PublishedApril 8, 2026 at 4:00 AM
▲bullish

Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents

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Publisher summary· verbatim

arXiv:2604.05808v1 Announce Type: new Abstract: Large language model (LLM) agents have demonstrated strong capabilities in complex interactive decision-making tasks. However, existing LLM agents typically rely on increasingly long interaction histories, resulting in high computational cost and limit

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    STEP-HRL
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arxiv
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#reinforcement-learning#hierarchical-learning#large-language-models

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Mentioned models
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  • 01
    STEP-HRL
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arxiv
Read original ↗All from arxiv →
Tags
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#reinforcement-learning#hierarchical-learning#large-language-models
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