4 papers
Guiding Agents of Quantum Games to Equilibrium using Matrix Exponential Fixed-Point Iteration
Alireza Habibi, Luis F. Abanto Leon, Setareh Maghsudi
In recent years, quantum game theory has gained significant attention as a framework for studying decision-making in multi-agent systems using quantum principles. However, computin…
Riemannian Optimization for Multi-Player Quantum Games on Product Unitary Manifolds
Alireza Habibi, Setareh Maghsudi
Quantum game theory is an extension of classical game theory that uses quantum principles in game theory. The Eisert-Wilkens-Lewenstein (EWL) quantum game is an early example of th…
Quantum-Inspired Reinforcement Learning in the Presence of Epistemic Ambivalence
Alireza Habibi, Saeed Ghoorchian, Setareh Maghsudi
The complexity of online decision-making under uncertainty stems from the requirement of finding a balance between exploiting known strategies and exploring new possibilities. Natu…
Intelligent Traffic Control with Smart Speed Bumps
Melvin Mokhtari, Amirreza Hosseini, Alireza Habibi +2
Traffic congestion and safety continue to pose significant challenges in urban environments. In this paper, we introduce the Smart Speed Bump (SSBump), a novel traffic calming solu…