FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics
arXiv:2605.17373v1 Announce Type: cross Abstract: AI research agents accelerate ML research by automating hypothesis generation, experimentation, and empirical refinement. Existing agent strategies ra