most citedMAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents

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cs.CL2026

Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations

Dongming Jiang, Yi Li, Songtao Wei +8

Agentic memory systems enable large language model (LLM) agents to maintain state across long interactions, supporting long-horizon reasoning and personalization beyond fixed conte…