Online Learning for Traffic Navigation in Congested Networks

Sreenivas Gollapudi, Kostas Kollias, Chinmay Maheshwari, Manxi Wu

Abstract: We develop an online learning algorithm for a navigation platform to route travelers in a congested network with multiple origin-destination (o-d) pairs while simultaneously learning unknown cost f...