There are many strategic advantages to using data. Data often present methodological challenges due to their complex nature or structure, their large size, their degree of confidentiality or even sometimes their scarcity or poor quality. This line of research focuses on the design of mathematical, statistical and machine learning tools for processing, analyzing and modeling data for descriptive, predictive and prescriptive purposes.
Cahiers du GERAD
Most reinforcement learning methods for adaptive-traffic-signal-control require training from scratch to be applied on any new intersection or after any modi...BibTeX reference
Alejandro Murua – Full Professor, Department of Mathematics and Statistics, Université de Montréal
Veronica Piccialli – Sapienza Università di Roma
François Lamothe – Université du Québec à Montréal