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AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

AriGraph is a novel knowledge graph world model designed for LLM agents. It integrates semantic and episodic memories within a memory graph framework.

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Petr Anokhin, Nikita Semenov, Artyom Sorokin, Dmitry Evseev, Mikhail Burtsev, Evgeny Burnaev (2024). Dataset: AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. https://doi.org/10.57702/zda9u38a

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Additional Info

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Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.2407.04363
Author Petr Anokhin
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Nikita Semenov
Artyom Sorokin
Dmitry Evseev
Mikhail Burtsev
Evgeny Burnaev