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Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393

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FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents

Blog: https://melwy.com/finrl_deepseek

Paper: https://arxiv.org/abs/2502.07393

Update: The project is integrated to the original FinRL project by AI4Finance!

Installation script: installation_script.sh

Data: https://huggingface.co/datasets/benstaf/nasdaq_2013_2023/tree/main

Trading agents: https://huggingface.co/benstaf/Trading_agents/tree/main

Backtesting Notebook: Open In Colab

Results

Alt Text

Preliminary conclusion

Bull market -> PPO

Bear market -> CPPO-DeepSeek

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Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393

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