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Séminaire informel de théorie des systèmes (ISS)

Quantum Mean Field Games: An Introduction to the Quantum Framework

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24 oct. 2025   10h00 — 11h00

Tao Zhang Université McGill, Canada

Tao Zhang

Séminaire hybride à l'Université McGill ou Zoom.

This talk introduces the mathematical formalism of quantum theory as a powerful tool for describing quantum uncertainty. We will cover foundational concepts, including states as vectors in a Hilbert space, the superposition principle as a model for cognitive indecision, and the density operator as a general descriptor for both pure and mixed states, via the simple qubit system example and its visualization on the Bloch sphere. Finally, we introduce the concepts of the tensor product and entanglement to explain how multi-agent systems are described and why they pose a fundamental challenge to classical mean-field theories, setting the stage for Quantum Mean Field Games.


Biography: Tao Zhang is a Ph.D. student in the Department of Electrical and Computer Engineering at McGill University, supervised by Professors Peter Caines and Aditya Mahajan. His research focuses on mean-field game theory in network systems.

Students in the systems and control group are strongly encouraged to attend the seminar in person.

Peter E. Caines responsable
Aditya Mahajan responsable
Shuang Gao responsable
Borna Sayedana responsable

Lieu

Salle MC 437
CIM
Pavillon McConnell
Université McGill
3480, rue University
Montréal QC H3A 0E9
Canada

Organisme associé

Centre for intelligent machines (CIM)