LantaoYu/MARL-Papers resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

4874 stars · 767 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

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

learning-resource · maturity active

documentation reinforcement-learning artificial-intelligence machine-learning tutorials awesome-lists cross-platform paper-list multi-agent-reinforcement-learning marl reading-list research-papers game-theory llm-agents robotics

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For agents

markdown · JSON · MCP: product_card(name="LantaoYu/MARL-Papers")