EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery
EvoScientist is a multi-agent AI system designed for end-to-end scientific discovery. It uses three agents—Researcher, Engineer, and Evolution Manager—to continuously improve research strategies via persistent memory. The system evolves ideas and experiments through iterative processes, leading to superior scientific output compared to existing state-of-the-art methods.