Allenpandas/Reinforcement-Learning-Papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL),including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

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Emerging

This is a curated list of significant research papers on Reinforcement Learning (RL) that have been accepted at top academic conferences. It provides a convenient resource for staying updated on the latest developments in RL, exploring research trends, and discovering cutting-edge algorithms. Academics, researchers, and students in the field of artificial intelligence would find this useful for their literature reviews and research.

365 stars.

Use this if you need to quickly find, browse, and access recent and influential research papers on Reinforcement Learning, categorized by year and specific themes like Multi-Agent RL or Offline RL.

Not ideal if you are looking for a beginner-friendly introduction to Reinforcement Learning or a platform for executing RL code directly.

Artificial Intelligence Research Reinforcement Learning Academic Research Machine Learning Computer Science Literature
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Maintenance 6 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 16 / 25

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365

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36

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License

MIT

Last pushed

Nov 08, 2025

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