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, Decisions, and Networks 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.

🖋️ See my latest blog post to learn more about the comparison between strategic sophistication in multi-agent reinforcement learning and adversarial machine learning.

📰 Recent News

• 🎉 Our paper “Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games” has been accepted for presentation at the NeurIPS 2024!
• 🎉 Our paper “Strategic Control of Experience-Weighted Attraction Model in Human-AI Interactions” has been accepted for presentation at the 5th IFAC Workshop on Cyber-Physical & Human Systems!
• 🎉 I presented my MSc Thesis “Heterogeneity and Strategic Sophistication in Multi-agent Reinforcement Learning” successfully.
• 🎉 Our paper “Strategizing against Q-learners: A Control-theoretical Approach” has been accepted for publication in the IEEE Control Systems Letters (IEEE L-CSS)!

📚 Teaching Experience

• Bilkent University - Teaching Assistant
  • 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)