Project Grant 2107304

The Trustees of Princeton University was awarded a $1,200,000 Project Grant from the National Science Foundation Division of Information and Intelligent Systems. The grant supports research titled "MEDIUM: PROVABLE REINFORCEMENT LEARNING WITH FUNCTION APPROXIMATION AND NEURAL NETWORKS" from October 1, 2021 to September 30, 2024.

The research aims to advance development of reinforcement learning techniques using function approximation and neural networks under the NSF's Computer and Information Science and Engineering program (CFDA #47.070). This program supports investigator-initiated research and education across computing, communications, and information science/engineering fields. The Princeton University research focuses on improving reinforcement learning methods using function approximation and neural networks, advancing this important area of artificial intelligence research.