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Update README.md
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BruceYanghy authored Oct 22, 2023
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Expand Up @@ -199,13 +199,11 @@ A complete list at [blogs](https://github.com/AI4Finance-Foundation/Blogs)

|Title |Conference |Link|Citations|Year|
| ---- | ---- | ---- | ---- | ---- |
|**FinRL-Meta**: FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning| NeurIPS 2022| [paper](https://arxiv.org/abs/2211.03107) [code](https://github.com/AI4Finance-Foundation/FinRL-Meta) | 1 | 2022 |
|**FinRL**: Deep reinforcement learning framework to automate trading in quantitative finance| ACM International Conference on AI in Finance (ICAIF) | [paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3955949) | 24 | 2021 |
|**FinRL-Podracer**: High performance and scalable deep reinforcement learning for quantitative finance | ACM International Conference on AI in Finance (ICAIF) | [paper](https://arxiv.org/abs/2111.05188) [code](https://github.com/AI4Finance-Foundation/FinRL_Podracer) | 9 | 2021 |
|Explainable deep reinforcement learning for portfolio management: An empirical approach| ACM International Conference on AI in Finance (ICAIF) | [paper](https://arxiv.org/abs/2111.03995) [code](https://github.com/AI4Finance-Foundation/FinRL-Meta/blob/master/tutorials/2-Advance/FinRL_PortfolioAllocation_Explainable_DRL/FinRL_PortfolioAllocation_Explainable_DRL.py](https://github.com/AI4Finance-Foundation/FinRL-Tutorials/tree/master/2-Advance))| 3 | 2021 |
|**FinRL**: A deep reinforcement learning library for automated stock trading in quantitative finance| NeurIPS 2020 Deep RL Workshop | [paper](https://arxiv.org/abs/2011.09607) | 54 | 2020 |
|Deep reinforcement learning for automated stock trading: An ensemble strategy| ACM International Conference on AI in Finance (ICAIF) | [paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) [code](https://github.com/AI4Finance-Foundation/FinRL-Meta/blob/master/tutorials/2-Advance/FinRL_Ensemble_StockTrading_ICAIF_2020/FinRL_Ensemble_StockTrading_ICAIF_2020.ipynb) | 103 | 2020 |
|Practical deep reinforcement learning approach for stock trading | NeurIPS 2018 Workshop on Challenges and Opportunities for AI in Financial Services| [paper](https://arxiv.org/abs/1811.07522) [code](https://github.com/AI4Finance-Foundation/DQN-DDPG_Stock_Trading](https://github.com/AI4Finance-Foundation/FinRL/tree/master/examples))| 131 | 2018 |
|**FinRL-Meta**: FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning| NeurIPS 2022| [paper](https://arxiv.org/abs/2211.03107) [code](https://github.com/AI4Finance-Foundation/FinRL-Meta) | 12 | 2022 |
|**FinRL**: Deep reinforcement learning framework to automate trading in quantitative finance| ACM International Conference on AI in Finance (ICAIF) | [paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3955949) | 49 | 2021 |
|**FinRL**: A deep reinforcement learning library for automated stock trading in quantitative finance| NeurIPS 2020 Deep RL Workshop | [paper](https://arxiv.org/abs/2011.09607) | 87 | 2020 |
|Deep reinforcement learning for automated stock trading: An ensemble strategy| ACM International Conference on AI in Finance (ICAIF) | [paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) [code](https://github.com/AI4Finance-Foundation/FinRL-Meta/blob/master/tutorials/2-Advance/FinRL_Ensemble_StockTrading_ICAIF_2020/FinRL_Ensemble_StockTrading_ICAIF_2020.ipynb) | 154 | 2020 |
|Practical deep reinforcement learning approach for stock trading | NeurIPS 2018 Workshop on Challenges and Opportunities for AI in Financial Services| [paper](https://arxiv.org/abs/1811.07522) [code](https://github.com/AI4Finance-Foundation/DQN-DDPG_Stock_Trading](https://github.com/AI4Finance-Foundation/FinRL/tree/master/examples))| 164 | 2018 |


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