335 citations · 1.1k across the 63 of their papers we have counts for
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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…
Graph Structured Combinatorial Semi-Bandit with Nonlinear Reward Associations through Separable Signals
Christoph Bauschmann, Setareh Maghsudi
The identification of optimal structures within vast arrays of interconnected data necessitates significant sampling- and computational effort. Learning and leveraging underlying s…
One Model for All: Multi-Objective Controllable Language Models
Qiang He, Yucheng Yang, Tianyi Zhou +3
Aligning large language models (LLMs) with human preferences is critical for enhancing LLMs' safety, helpfulness, humor, faithfulness, etc. Current reinforcement learning from huma…
Robust Optimization Approach and Learning Based Hide-and-Seek Game for Resilient Network Design
Mohammad Khosravi, Setareh Maghsudi
We study the design of resilient and reliable communication networks in which a signal can be transferred only up to a limited distance before its quality falls below an acceptable…
A Robust Optimization Approach for Regenerator Placement in Fault-Tolerant Networks Under Discrete Cost Uncertainty
Mohammad Khosravi, Setareh Maghsudi
We focus on robust, survivable communication networks, where network links and nodes are affected by an uncertainty set. In this sense, any network links might fail. Besides, a sig…