Memory for Autonomous LLM Agents: - arXiv.org
Mar 8, 2026 · We formalize agent memory as a write–manage–read loop tightly coupled with perception and action, then introduce a …
We formalize agent memory as a write-manage-read loop tightly coupled with perception and action, then introduce a three …
Agentic AI systems for scientific discovery - Nature
Oct 22, 2026 · Agentic artificial intelligence (AI) systems enhance scientific workflows by structuring knowledge coordination through …
Agent workflow memory: 2026 guide to AI agents that remember
Discover how agent workflow memory enables AI agents to retain context across sessions. Learn architecture patterns and …
Agentic Workflows in Production 2026: Model Routing & Memory
Oct 7, 2026 · Treat an agentic workflow as a distributed system first and an AI feature second. Give it bounded steps, a ledger of …
AI Agent Memory: Schema-Guided State and Provenance
Jun 20, 2026 · In this article, I use Schema-Guided Agent Memory (SGAM) to mean an engineering pattern in which schemas govern …
Awesome AI Agent Papers - GitHub
Feb 11, 2026 · We go through them all, filter the ones that are directly relevant to the AI agent ecosystem, and categorize them so …
The Agent Cognitive Compressor (ACC) is a research approach from January 2026 (arxiv:2601.11653) that takes a fundamentally …
AI Agent Memory Needs Provenance Memory - modeloperator.io
Aug 11, 2026 · Persistent agent memory makes AI more useful across sessions, but teams need governed provenance memory …
The 6 Best AI Agent Memory Frameworks You Should Try in 2026
Apr 2, 2026 · In this article, you will learn six practical frameworks you can use to give AI agents persistent memory for better …