Tianyi Peng is an Assistant Professor at Columbia University, where he focuses on the theoretical and practical development of machine learning algorithms for large-scale dynamic decision-making systems. His current research specifically explores the AI Agent, aiming to leverage large foundation models and reinforcement learning to improve long-term decision-making and operational efficiency.

Peng earned his Ph.D. degree from MIT, where he was advised by Prof.