Learning Risk Preferences in Markov Decision Processes: an Application to the Fourth Down Decision in the National Football League

Nathan Sandholtz, Lucas Wu, Martin Puterman +1

For decades, National Football League (NFL) coaches' observed fourth down decisions have been largely inconsistent with prescriptions based on statistical models. In this paper, we…