Yüksel Arslantaş

I am currently pursuing a Ph.D. in Electrical and Electronics Engineering at Bilkent University, building on my Master’s degree from the same institution. Under Dr. Muhammed Sayın’s guidance in the Games, AI, and Networks Research Lab, my focus spans algorithmic game theory, control theory, and multi-agent reinforcement learning. My research aims to bridge theory and practical applications in these areas.

Check out our latest research contribution on multi-agent reinforcement learning at NeurIPS 2024

📰 Recent News

• Our latest preprint, co-authored by me (Yuksel Arslantas), along with Ahmed Said Donmez Ege Yuceel, and Muhammed Sayin, is now live on arXiv! The paper is titled ‘Omniscient Attacker in Stochastic Security Games with Interdependent Nodes’ and you can check it out at arXiv:2512.04561.
• 🎉 Our paper “Convergence of Heterogeneous Learning Dynamics in Zero-sum Stochastic Games” has been accepted for publication in the IEEE Transactions on Automatic Control (IEEE TAC)!
• 🎉 Our paper “Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games” has been accepted for presentation at the NeurIPS 2024!

📚 Teaching Experience

• Bilkent University - Teaching Assistant
  • EEE 448/548 - Reinforcement Learning and Dynamic Programming (Spring 2025)
  • EEE 440/540 - Advanced Mathematics for Signals, Systems, Control and Communications (Spring 2024)
  • EEE 447/547 - Introduction to Robotics (Fall 2022, Fall 2023)
  • EEE 361 - Linear Algebra in Data Analysis and Machine Learning (Spring 2023, Spring 2024)
  • MATH 255 - Introduction to Probability (Fall 2024, Fall 2025)