LantaoYu/MARL-Papers

• highreadme#1

  Reposition the README H1 to specify it's a curated collection

  原因：

  当前

  ## Paper Collection of Multi-Agent Reinforcement Learning (MARL)

  复制粘贴的修复

  复制

  ## A Curated Collection of Multi-Agent Reinforcement Learning (MARL) Papers

  待办完成忽略
• highlicense#2

  Add a LICENSE file to the repository

  原因：

  复制粘贴的修复

  复制

  Create a LICENSE file (e.g., MIT or CC0 for a data/list repository) in the repository root to clarify the licensing of the list itself.

  待办完成忽略
• mediumtopics#3

  Add more descriptive topics to signal its type as a resource list

  原因：

  当前

  multi-agent-learning, multiagent-reinforcement-learning

  复制粘贴的修复

  复制

  multi-agent-learning, multiagent-reinforcement-learning, paper-list, awesome-list, research-papers, academic-resource

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  I need a comprehensive resource for multi-agent reinforcement learning research papers.

  你：未被推荐
  AI 推荐顺序：

  1. arXiv.org
  2. Google Scholar
  3. Papers With Code
  4. OpenReview.net
  5. Mendeley
  6. Zotero
  7. AAMAS
  8. IJCAI
  9. AAAI
  10. NeurIPS
  11. ICLR
  12. ICML

  AI 推荐了 12 个替代方案，却始终没点名 LantaoYu/MARL-Papers。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Where can I find key papers on multi-agent AI systems and their applications?

  你：未被推荐
  AI 推荐顺序：

  1. Google Scholar
  2. ACM Digital Library
  3. AAMAS (International Conference on Autonomous Agents and Multiagent Systems)
  4. IJCAI (International Joint Conference on Artificial Intelligence)
  5. AAAI (Association for the Advancement of Artificial Intelligence Conference)
  6. Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS)
  7. IEEE Xplore Digital Library
  8. ICRA (IEEE International Conference on Robotics and Automation)
  9. IROS (IEEE/RSJ International Conference on Intelligent Robots and Systems)
  10. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
  11. IEEE Transactions on Cybernetics
  12. IEEE Transactions on Robotics
  13. arXiv (Cornell University Library)
  14. Semantic Scholar
  15. ResearchGate
  16. Academia.edu

  AI 推荐了 16 个替代方案，却始终没点名 LantaoYu/MARL-Papers。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of LantaoYu/MARL-Papers?

  pass
  ⚠AI 未点名 LantaoYu/MARL-Papers —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts LantaoYu/MARL-Papers in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 LantaoYu/MARL-Papers

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo LantaoYu/MARL-Papers solve, and who is the primary audience?

  pass
  ⚠AI 未点名 LantaoYu/MARL-Papers —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？