Dataset Groups Activity Stream 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. BibTex: @dataset{Petr_Anokhin_and_Nikita_Semenov_and_Artyom_Sorokin_and_Dmitry_Evseev_and_Mikhail_Burtsev_and_Evgeny_Burnaev_2024, abstract = {AriGraph is a novel knowledge graph world model designed for LLM agents. It integrates semantic and episodic memories within a memory graph framework.}, author = {Petr Anokhin and Nikita Semenov and Artyom Sorokin and Dmitry Evseev and Mikhail Burtsev and Evgeny Burnaev}, doi = {10.57702/zda9u38a}, institution = {No Organization}, keyword = {'LLM agents', 'episodic memory', 'knowledge graph', 'text-based games'}, month = {dec}, publisher = {TIB}, title = {AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents}, url = {https://service.tib.eu/ldmservice/dataset/arigraph--learning-knowledge-graph-world-models-with-episodic-memory-for-llm-agents}, year = {2024} }
