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Allenpandas / Reinforcement-Learning-Papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
MIT License
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aaai artificial-intelligence deep-reinforcement-learning dqn hierarchical-reinforcement-learning icml ijcai imitation-learning meta-reinforcement-learning multi-agent-reinforcement-learning neurips offline-reinforcement-learning policy-gradient q-learning reinforcement-learning reinforcement-learning-conferences reinforcement-learning-conferences-papers reinforcement-learning-paper reinforcement-learning-papers rl-papers

readme

Reinforcement Learning!

Welcome to our GitHub repository! This repository is dedicated to curating significant research papers in the field of Reinforcement Learning (RL) that have been accepted at top academic conferences such as AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more. We provide you with a convenient resource hub to help you stay updated on the latest developments in reinforcement learning, delve into research trends, and explore cutting-edge algorithms and methods.

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Contributing

We Need You!

Markdown format：

- **Paper Name**.
  [[pdf](link)]
  [[code](link)]
  - Author 1, Author 2, and Author 3. *conference, year*.

Please help to contribute this list by contacting me or add pull request.

For any questions, feel free to contact me 📮.

Table of Contents

1_Multi-Agent Reinforcement Learning

2_Meta Reinforcement Learning

3_Hierarchical Reinforcement Learning

4_Multi-Task Rinforcement Learning

5_Offline Reinforcement Learning

6_Inverse Reinforcement Learning

7_Reinforcement Learning with Large Language Models

Citation

If you use this toolbox in your research, please cite this project.

@misc{YalunAwesome,
    author = {Yalun Wu},
    title = {Reinforcement-Learning-Papers},
    year = {2023},
    howpublished = {\url{https://github.com/Allenpandas/Reinforcement-Learning-Papers}}
}