eMARLIN-Transformer: AI-based urban traffic control

PilotToronto, OntarioUniversity of Toronto

Research using reinforcement learning and transformers for real-time control of signalized intersections and freeway on-ramps.

Overview

Winner of the 2025 ITS Canada Excellence in R&D Award.

Source: https://www.itscanada.ca/education/its-canada-awards-celebration-2025/index.html

Location

Toronto, Ontario · Located to the municipality only