Responsible AI for Sustainable Urban Mobility
2023–ongoing
Participatory co-design of AI-powered travel recommendation systems that are transparent, fair, and aligned with the sustainability goals of diverse urban stakeholders.
Learn more →Maria Chli
Research Projects
Active and completed research initiatives spanning multi-agent systems, intelligent transportation, and smart cities.
AI-Optimised Electric Vehicle Charging Infrastructure
2022–ongoing
Game-theoretic models for optimising the placement and pricing of EV charging stations at city scale, balancing operator revenue, user welfare, and grid stability.
Learn more →Mechanism Design for Strategic Agent Procurement
2019–ongoing
Optimal auction theory for the gradual, incentive-compatible procurement of strategic service-provider agents, with applications to outsourcing and platform economics.
Learn more →Multi-Agent Deep RL for Traffic Signal Optimisation
2019–2023
Cooperative multi-agent reinforcement learning approaches to coordinating traffic signals across multiple road intersections, demonstrated on live camera feeds.
Learn more →Traffic3D: AI Traffic Simulation Platform
2018–2024
An open-source, photorealistic 3D traffic simulation environment for training and evaluating reinforcement learning agents under realistic urban traffic conditions.
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