agent/papers/items/2026-2606-22844-ramem-contextual-reinstatement-for-long-term-agentic-memory.md

Paper: RaMem: Contextual Reinstatement for Long-term Agentic Memory

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type: paper title: "RaMem: Contextual Reinstatement for Long-term Agentic Memory" authors: Wei Yang, Bryce Kan, Shixuan Li, Li Li, Yuehan Qin, Jiate Li, Paul Bogdan, Jesse Thomason year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.22844 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-22 updated_at: 2026-06-22 status: queued relevance: high topics:

• agent-evaluation
• memory
• rag
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.MA related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 19 collection_queries: agent-memory

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agent-memory
• inferred topics: agent-evaluation, memory, rag, tool-use
• arXiv categories: cs.AI, cs.MA
• collection score: 19

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2606.22844