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

Blog: https://melwy.com/finrl_deepseek

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

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:

Results

Preliminary conclusion

Bull market -> PPO

Bear market -> CPPO-DeepSeek