machine learning

Do you remember your first video game console? We remember ours. Decades ago, they provided hours of entertainment. Now, we have repurposed them to solve dynamic and stochastic optimization problems. With deep reinforcement learning methods posting …

Lancement du document de l'État de la situation sur les impacts sociétaux de l'intelligence artificielle et du numérique.

Au cours des dernières décennies, l’intelligence artificielle (IA) a été intégrée dans plusieurs secteurs d’activité. De l’automatisation à la médecine de précision par la valorisation des données massives, les différentes techniques d’IA ont des …

A technical talk on an heuristic approach to solve the Periodic Capacitated Arc Routing Problem.

Comment l’innovation peut-elle être au service de la réduction de la maladie ?

A technical talk on the use of machine learning to approximate routing costs.

Classically, researchers working in vehicle routing problems (VRPs) assume that the structure of the problem is known (i.e., objective function, constraints, parameters). However, recent studies have highlighted the gap between the routes offered by …

We consider the problem of an operator controlling a fleet of electric vehicles for use in a ride-hailing service. The operator, seeking to maximize profit, must assign vehicles to requests as they arise as well as recharge and reposition vehicles in …

Une vulgarisation de l'IA en santé.

An overview talk of past and current research.