AINeutralarXiv – CS AI · 10h ago6/10
🧠
ASIA: an Autonomous System Identification Agent
ASIA is an autonomous AI agent framework that automates system identification tasks by delegating model selection, training algorithms, and hyperparameter tuning to a large language model. The framework eliminates manual trial-and-error processes in dynamical systems modeling, though empirical testing reveals concerns around test leakage and reproducibility.