FinAI Contest Documentation

Introduction

Overview
Market Data
Environment
Agent

Market Environments

Overview
Environments for Stock Trading Task
Environments for Crypto Trading Task

Baseline

Market Index and Conventional Trading Strategies
ML Methods

SecureFinAI Contest 2025

Overview
Task 1
Task 2
Task 3

FinAI Contest 2025

Overview
Task 1 FinRL-DeepSeek for Crypto Trading
Task 2 FinGPT Agents in Real Life
Task 3 FinRL-DeFi

FinRL Contest 2025

Overview
Task 1 FinRL-DeepSeek for Stock Trading
Task 2: FinRL-AlphaSeek for Crypto Trading
Task 3 Open FinLLM Leaderboard – Models with ReFT
Task 4 Open FinRL Leaderboard – Digital Regulatory Reporting
Accepted Papers

FinRL Contest 2024

Overview
Task 1: Cryptocurrency Trading with Ensemble Methods
Task 2: LLM-Engineered Signals with RLMF

FinRL Contest 2023

Overview
Task 1: Data Centric Stock Trading
Task 2: Real Time Order Execution

Resources

Resources

FinAI Contest Documentation

Task 4 Open FinRL Leaderboard – Digital Regulatory Reporting
Edit on GitHub

Task 4 Open FinRL Leaderboard – Digital Regulatory Reporting

More details on Financial Regulations documentation.

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