Yüksel Arslantaş
I’m Yüksel Arslantaş, currently pursuing a Master’s in Electrical and Electronics Engineering at Bilkent University, building on my Bachelor’s foundation 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.
📰 News
- Our latest preprint, co-authored by me (Yüksel Arslantaş), along with Ege Yüceel and Muhammed Ömer Sayın, is now live on arXiv! The paper is titled ‘Strategizing against Q-learners: A Control-theoretical Approach’ and you can check it out at arXiv:2403.08906.
- Our latest preprint, co-authored by me (Yüksel Arslantaş), along with Ahmed Said Dönmez and Muhammed Ömer Sayın, is now live on arXiv! The paper is titled ‘Team Collaboration vs Competition: New Fictitious Play Dynamics for Multi-team Zero-Sum Games’ and you can check it out at arXiv:2402.02147.
- Dr. Sayın presented our research on the “Convergence of Heterogeneous Learning Dynamics in Zero-sum Stochastic Games” at the CDC Workshop 2023 on “Control, Game, and Learning Theory for Security and Privacy”.
- Our latest preprint, co-authored by me (Yüksel Arslantaş), along with Ege Yüceel, Yiğit Yalın, and Muhammed Ömer Sayın, is now live on arXiv! The paper is titled ‘Convergence of Heterogeneous Learning Dynamics in Zero-sum Stochastic Games’ and you can check it out at arXiv:2311.00778.
- Dr. Sayın delivered an invited talk titled “Convergent Heterogeneous Learning for Zero-sum Stochastic Games” at the Annual Allerton Conference, sharing insights from our ongoing research in the field.
📚 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)