DriveIRL system architecture

DriveIRL: Drive in Real Life with Inverse Reinforcement Learning

What is the intrinsic reward function of human drivers? How can we infer it and use it to drive an actual autonomous vehicle?

June 2023 · Tung Phan-Minh, Forbes Howington, Ting-Sheng Chu, Momchil S. Tomov, Robert E. Beaudoin, Sang Uk Lee, Nanxiang Li, Caglayan Dicle, Samuel Findler, Francisco Suarez-Ruiz, Bo Yang, Sammy Omari, Eric M. Wolff