yingchengyang/Reinforcement-Learning-Papers

• highreadme#1

  Reposition the README's opening sentence to clarify the repo's nature

  原因：

  当前

  Related papers for Reinforcement Learning (we mainly focus on single-agent).

  复制粘贴的修复

  复制

  This GitHub repository provides a curated collection of insightful research papers on Reinforcement Learning, primarily focusing on single-agent methods.

  待办完成忽略
• mediumreadme#2

  Add a sentence highlighting the unique inline summaries feature

  原因：

  复制粘贴的修复

  复制

  Each paper entry includes a direct link to the source and a brief, inline summary to quickly grasp its core contribution.

  待办完成忽略
• lowhomepage#3

  Add the repository URL as the homepage

  原因：

  复制粘贴的修复

  复制

  https://github.com/yingchengyang/Reinforcement-Learning-Papers

  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

  Where can I find a curated list of recent reinforcement learning research papers?

  你：未被推荐
  AI 推荐顺序：

  1. Papers With Code
  2. arXiv Sanity Preserver
  3. RL Theory
  4. The Batch
  5. Twitter
  6. Reddit

  AI 推荐了 6 个替代方案，却始终没点名 yingchengyang/Reinforcement-Learning-Papers。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are the foundational and current research trends in model-based reinforcement learning?

  你：未被推荐
  AI 推荐顺序：

  1. Gaussian Processes
  2. Bayesian Neural Networks
  3. Neural Networks
  4. MLPs
  5. LSTMs
  6. Transformers
  7. Model Predictive Control
  8. Random Shooting
  9. Cross-Entropy Method
  10. Model Predictive Path Integral
  11. Monte Carlo Tree Search
  12. AlphaGo
  13. Variational Inference
  14. Monte Carlo Dropout
  15. Dyna-style algorithms
  16. Model-Based Value Expansion (MVE)
  17. World Models
  18. DreamerV3
  19. Model-Based Policy Optimization (MBPO)
  20. Foundation Models

  AI 推荐了 20 个替代方案，却始终没点名 yingchengyang/Reinforcement-Learning-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 yingchengyang/Reinforcement-Learning-Papers?

  pass
  ✓AI 明确点名了 yingchengyang/Reinforcement-Learning-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？

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

  pass
  ⚠AI 未点名 yingchengyang/Reinforcement-Learning-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？

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

  pass
  ⚠AI 未点名 yingchengyang/Reinforcement-Learning-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？