Reinforcement Learning for Machine Learning Engineering Agents

Sherry Yang, Joy He-Yueya, Percy Liang

Existing agents for solving tasks such as ML engineering rely on prompting powerful language models. As a result, these agents do not improve with more experience. In this paper, w…