From 89ae312109aea2deac7c0d5380b43f76c08fe338 Mon Sep 17 00:00:00 2001 From: you-n-g Date: Thu, 22 May 2025 15:34:19 +0800 Subject: [PATCH] doc: update README.md (#1929) * Update README.md * Update README.md --- README.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/README.md b/README.md index 310fba9f9..058bf89eb 100644 --- a/README.md +++ b/README.md @@ -26,10 +26,24 @@ We have prepared several demo videos for you: | Quant Factor Mining from reports | [Link](https://rdagent.azurewebsites.net/report_factor?lang=en) | [Link](https://rdagent.azurewebsites.net/report_factor?lang=zh) | | Quant Model Optimization | [Link](https://rdagent.azurewebsites.net/model_loop?lang=en) | [Link](https://rdagent.azurewebsites.net/model_loop?lang=zh) | +- [R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization](https://arxiv.org/abs/2505.15155) +```BibTeX +@misc{li2025rdagentquant, + title={R\&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization}, + author={Yuante Li and Xu Yang and Xiao Yang and Minrui Xu and Xisen Wang and Weiqing Liu and Jiang Bian}, + year={2025}, + eprint={2505.15155}, + archivePrefix={arXiv}, + primaryClass={cs.AI} +} +``` +![image](https://github.com/user-attachments/assets/3198bc10-47ba-4ee0-8a8e-46d5ce44f45d) + *** | Feature | Status | | -- | ------ | +| [R&D-Agent-Quant](https://arxiv.org/abs/2505.15155) Published | Apply R&D-Agent to Qlib for quant trading | | BPQP for End-to-end learning | 📈Coming soon!([Under review](https://github.com/microsoft/qlib/pull/1863)) | | 🔥LLM-driven Auto Quant Factory🔥 | 🚀 Released in [♾️RD-Agent](https://github.com/microsoft/RD-Agent) on Aug 8, 2024 | | KRNN and Sandwich models | :chart_with_upwards_trend: [Released](https://github.com/microsoft/qlib/pull/1414/) on May 26, 2023 |