Ioannis Panageas

Ioannis Panageas is an Assistant Professor in the Department of Computer Science at the University of California, Irvine (UCI), and director of the GOALLab. He is affiliated with the Center for Algorithms and Theory of Computation, the Center for Machine Learning and Intelligent Systems (CML), the Algorithms, Combinatorics and Optimization Center (ACO), and the Archimedes research unit. Prior to UCI, he was an Assistant Professor in Information Systems at Singapore University of Technology and Design (SUTD), and a MIT Postdoctoral Fellow under Costis Daskalakis.

Education:

• Ph.D., Algorithms, Combinatorics & Optimization, Georgia Institute of Technology (2016)
• M.S., Mathematics, Georgia Institute of Technology
• M.S., Logic, Algorithms & Computation, University of Athens, Greece (2011)

Research focuses on algorithm design, computational complexity, and applications in artificial intelligence, machine learning, and game theory. His work addresses challenges in optimization, equilibrium computation, and the convergence properties of learning dynamics in multi-agent systems. Notable areas include min-max optimization, Nash equilibria computation, and the theoretical foundations of reinforcement learning.

Scientific Awards: None explicitly mentioned in provided text.

Advising & Grants: No specific grants or advisee名单 listed; focus areas include theoretical computer science and applied machine learning. Laboratories include the GOALLab, exploring interdisciplinary algorithmic research.