[FinRL Contest 2025] Starter Kit Release and Call for Participation!

[Keyi Wang]

Dear All,

We are excited to announce the release of the Starter Kit for FinRL Contest 2025—a competition about FinRL and LLMs to promote Open Finance!

 FinRL Contest 2025 Challenges:

• Task 1: FinRL-DeepSeek for Stock Trading – Build AI-driven stock trading agents by combining reinforcement learning and LLMs, using financial news and market data.
• Task 2: FinRL-AlphaSeek for Crypto Trading – Develop advanced crypto trading strategies using factor mining and ensemble learning to improve trading performance.
• Task 3: FinLLM Leaderboard – Models with Reinforcement Fine-Tuning (ReFT) – Train and fine-tune financial LLMs with ReFT and compete in the Open FinLLM Leaderboard.
• Task 4: FinLLM Leaderboard – Digital Regulatory Reporting (DRR) – Evaluate LLMs' ability in digital regulatory reporting: CDM, MOF, and XBRL.

 Contest Website: https://open-finance-lab.github.io/FinRL_Contest_2025/
 Team Registration: https://forms.gle/EX4UtdnDBtbPZ8Fk8

 Starter Kit: https://github.com/Open-Finance-Lab/FinRL_Contest_2025

 Important dates:

• Paper Submission Deadline: Apr 1, 2025
• Paper Notification: April 8, 2025
• Paper Camera Ready Deadline: April 15, 2025
• Solution Submission Deadline: Apr 15, 2025

We will also present FinRL, FinRL-DeepSeek, and FinRL Contest 2025 with Paris Machine Learning Group at 1:45 PM EST, Mar 18th. Feel free to register for the meeting here.

If you have any questions or need further information, please feel free to join our discord, WeChat group, or contact us at finrlc...@gmail.com.

We look forward to your participation and your brilliant contributions to this event.

Best regards,

FinRL Contest Team

[Keyi Wang]