ScienceFlow: A long-horizon agent for ML research, scientific discovery and beyond

Mingming Zhao, Jiqian Dong, Kangping Xu +17

Enabling LLM agents to sustain productive, stable, and goal-aligned research over extended horizons is a central challenge for autonomous machine learning and scientific discovery,…