RD Agent

RD Agent is an open-source platform designed to automate research and development processes, particularly those involving data and models in the AI era. It leverages large language models and reinforcement learning to iteratively generate, validate, and refine code for tasks such as factor mining, modeling workflows, and infrastructure configuration. The tool targets data scientists, ML engineers, and R&D teams looking to streamline repetitive yet high-value tasks like dataset generation, model tuning, and experimentation. It operates by taking user-defined specifications, generating candidate solutions through code, and using self-evaluation to improve outcomes over multiple rounds. Unique features include automatic adaptation to different datasets, multi-round self-evolution, and integration with existing Python environments. It emphasizes research-grade reproducibility and can be deployed locally or in cloud environments. RD Agent is free and open-source under an MIT license, making it accessible for both individual researchers and enterprise teams. Its community-driven development encourages contributions and customization for specific R&D verticals.