# Shichun-Liu/Agent-Memory-Paper-List

The paper list of "Memory in the Age of AI Agents: A Survey"

Repository: https://github.com/Shichun-Liu/Agent-Memory-Paper-List
Canonical: https://ross.abutalabs.com/products/agent-memory-paper-list
Homepage: https://arxiv.org/abs/2512.13564
License: MIT
License Family: permissive
Topics: agent, memory
Last push: 2026-03-04T03:39:29+00:00

## Health v2 (maintenance only)
Score: 47/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 70, release rhythm 35, longevity 18
- inputs: {"age_days": 263, "days_push": 182, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2344, forks 119 (observed 2026-08-28T04:06:39.413276+00:00)

## What it is
A curated paper list accompanying the survey 'Memory in the Age of AI Agents', organizing research on memory for foundation-model-based agents via a unified taxonomy of forms, functions, and dynamics. It distinguishes agent memory from related concepts like RAG and context engineering and is actively updated with community contributions.

## Use cases
- find papers on memory for AI agents
- survey of agent memory research
- learn how agent memory differs from RAG
- taxonomy of memory systems for LLM agents
- literature review for long-horizon agent reasoning
- keep up with new agent memory papers

## When to choose
- you need a comprehensive, taxonomy-organized reading list on agent memory
- you are researching or building memory systems for LLM-based agents
- you want to distinguish agent memory from RAG and context engineering

## When to avoid
- you need runnable memory software or a library rather than papers
- you want a general LLM or RAG paper list without the agent-memory focus

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation, nlp, agent-framework
- domain: artificial-intelligence, large-language-models, tutorials
- platform: -
- tags: paper-list, survey, agent-memory, awesome-list, research, ai-agents, web-server

## Member repositories
- Shichun-Liu/Agent-Memory-Paper-List (main) score 47

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:39.413276+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:37:04.079645+00:00, confidence not recorded.
  - readme: https://github.com/Shichun-Liu/Agent-Memory-Paper-List (fetched 2026-08-28T04:06:39.413276+00:00, sha 2c87e3a5560d)
  - homepage: https://arxiv.org/abs/2512.13564 (fetched 2026-08-29T10:18:05.400842+00:00, sha ed0bec609292)
  - site_page: https://info.arxiv.org/about/donate.html (fetched 2026-08-29T10:18:05.420282+00:00, sha cca9c3a11c56)
  - site_page: https://info.arxiv.org/about/ourmembers.html (fetched 2026-08-29T10:18:05.423811+00:00, sha 47cbc55ff1de)
  - site_page: https://info.arxiv.org/about (fetched 2026-08-29T10:18:05.425727+00:00, sha a1f16f915a9a)
  - site_page: https://info.arxiv.org/labs/index.html (fetched 2026-08-29T10:18:05.422226+00:00, sha b14a8d05a0ec)
- Data as of 2026-08-30T08:39:29.467469+00:00.