# LantaoYu/MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

Repository: https://github.com/LantaoYu/MARL-Papers
Canonical: https://ross.abutalabs.com/products/marl-papers
License Family: other
Topics: multiagent-reinforcement-learning, multi-agent-learning
Last push: 2026-02-11T06:25:22+00:00

## Health v2 (maintenance only)
Score: 62/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 67, release rhythm 35, longevity 100
- inputs: {"age_days": 3461, "days_push": 203, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4874, forks 767 (observed 2026-08-28T04:09:01.697602+00:00)

## What it is
A curated, community-maintained list of research and review papers on multi-agent reinforcement learning (MARL), organized by topic and sorted by time. It also links to tutorials, books, and PhD theses, covering connections to game theory, LLMs, and robotics.

## Use cases
- find papers on multi-agent reinforcement learning
- get started learning MARL with tutorials and books
- survey recent MARL research by topic
- find MARL applications in LLMs and robotics
- build a reading list for multi-agent RL research
- find review papers on cooperative and competitive multi-agent learning

## When to choose
- you need a curated bibliography of MARL papers organized by subtopic
- you are a researcher or student surveying the multi-agent RL literature
- you want links to foundational tutorials, books, and theses on MARL

## When to avoid
- you need runnable MARL code or algorithms rather than papers
- you need a single-agent reinforcement learning paper list
- you expect maintained software with a license and releases

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation
- domain: reinforcement-learning, artificial-intelligence, machine-learning, tutorials, awesome-lists
- platform: cross-platform
- tags: paper-list, multi-agent-reinforcement-learning, marl, reading-list, research-papers, game-theory, llm-agents, robotics

## Member repositories
- LantaoYu/MARL-Papers (main) score 62

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:01.697602+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 2026-08-29T18:18:18.037891+00:00, confidence not recorded.
  - readme: https://github.com/LantaoYu/MARL-Papers (fetched 2026-08-28T04:09:01.697602+00:00, sha ffdc77a9b9f1)
- Data as of 2026-08-30T08:39:29.467469+00:00.