Ruijian-Zha / FinRL-DAPO-SRLinks
🚀 A New DAPO Algorithm for Stock Trading (arXiv:2505.06408) Implementation of our IEEE IDS 2025 accepted algorithm combining Dynamic Sampling Policy Optimization (DAPO), Group Relative Policy Optimization (GRPO), and LLM-driven risk/sentiment signals for efficient and profitable stock trading on the NASDAQ-100 index.
☆54Updated 5 months ago
Alternatives and similar repositories for FinRL-DAPO-SR
Users that are interested in FinRL-DAPO-SR are comparing it to the libraries listed below
Sorting:
- Official Repository for QuantAgent☆235Updated this week
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆279Updated 7 months ago
- ☆695Updated 7 months ago
- 🔥[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investment☆210Updated last week
- ☆50Updated 2 months ago
- AlphaAgent is an autonomous alpha mining framework.☆93Updated 4 months ago
- Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative Trading☆64Updated 9 months ago
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆100Updated 7 months ago
- Qwen DianJin: LLMs for the Financial Industry by Alibaba Cloud(通义点金:阿里云金融大模型)☆377Updated last week
- Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2…☆158Updated last year
- ☆53Updated 7 months ago
- The implementation of CryptoMamba: Leveraging State Space Models for Accurate Bitcoin Price Prediction☆190Updated 5 months ago
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆330Updated last year
- The official implementation of "ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning"☆188Updated last week
- 基于LLM的股票投资决策系统☆95Updated 2 years ago
- This work has been accepted to Findings of EMNLP 2025!☆38Updated 2 months ago
- ☆118Updated last month
- AFAC2024金融智能创新大赛☆58Updated 11 months ago
- ☆61Updated last year
- FinGenius is an open-source AI-powered finance assistant that helps users analyze, optimize, and automate financial decisions using machi…☆26Updated 8 months ago
- [Preprint] Large Language Model-based Stock Trading in Simulated Real-world Environments☆394Updated last week
- A collection and review of top CS conference papers in AI for Finance☆64Updated 11 months ago
- Python-based stock analysis tool that combines traditional technical analysis with AI prediction capabilities. Providing comprehensive s…☆246Updated 3 months ago
- PC Agent: While You Sleep, AI Works - A Cognitive Journey into Digital World☆295Updated 5 months ago
- 《AI全栈-全网优秀资源搜集站》:搜集全网优秀资源,记载工程实践问题的解决策略与关键要点,分享各种实用案例,追踪前沿技术发展,囊括 AI 全栈知识,涵盖大模型、编程技术、机器学习、深度学习、强化学习、图神经网络、语音识别、NLP 及图像识别等领域☆537Updated this week
- 🥇 A curated list of awesome large language models in finance(FinLLMs), including papers,models,datasets and codebases. 金融大模型列表,特别是中英双语大模…☆53Updated 9 months ago
- The implementation of AlphaEval: A Comprehensive and Efficient Evaluation Framework for Formula Alpha Mining(https://www.arxiv.org/abs/25…☆126Updated last month
- A Multi-Agent Trading System Based on Internal Contest Mechanism☆453Updated 3 weeks ago
- 量化机器学习/深度学习模型(Model Zoo);Alpha 因子(Factor Zoo); 量化资源以及相关论文代码☆114Updated 3 months ago
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design☆756Updated last year