Ioannis Panageas

Ioannis Panageas

University of California, Irvine

H-index: 17

North America-United States

About Ioannis Panageas

Ioannis Panageas, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Algorithms, Optimization, Learning in Games, Multi-agent RL, Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Zero-sum polymatrix markov games: Equilibrium collapse and efficient computation of nash equilibria

On the convergence of no-regret learning dynamics in time-varying games

Computing Nash Equilibria in Potential Games with Private Uncoupled Constraints

Optimistic policy gradient in multi-player markov games with a single controller: Convergence beyond the minty property

Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games

On the last-iterate convergence in time-varying zero-sum games: Extra gradient succeeds where optimism fails

Exponential Lower Bounds for Fictitious Play in Potential Games

Beating Price of Anarchy and Gradient Descent without Regret in Potential Games

Ioannis Panageas Information

University

Position

Assistant Professor

Citations(all)

1664

Citations(since 2020)

1454

Cited By

744

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

24

i10Index(since 2020)

20

Email

University Profile Page

University of California, Irvine

Google Scholar

View Google Scholar Profile

Ioannis Panageas Skills & Research Interests

Algorithms

Optimization

Learning in Games

Multi-agent RL

Statistics

Top articles of Ioannis Panageas

Title

Journal

Author(s)

Publication Date

Zero-sum polymatrix markov games: Equilibrium collapse and efficient computation of nash equilibria

Advances in Neural Information Processing Systems

Fivos Kalogiannis

Ioannis Panageas

2024/2/13

On the convergence of no-regret learning dynamics in time-varying games

Advances in Neural Information Processing Systems

Ioannis Anagnostides

Ioannis Panageas

Gabriele Farina

Tuomas Sandholm

2024/2/13

Computing Nash Equilibria in Potential Games with Private Uncoupled Constraints

arXiv preprint arXiv:2402.07797

Nikolas Patris

Stelios Stavroulakis

Fivos Kalogiannis

Rose Zhang

Ioannis Panageas

2024/2/12

Optimistic policy gradient in multi-player markov games with a single controller: Convergence beyond the minty property

Proceedings of the AAAI Conference on Artificial Intelligence

Ioannis Anagnostides

Ioannis Panageas

Gabriele Farina

Tuomas Sandholm

2024/3/24

Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games

arXiv preprint arXiv:2401.09628

Leello Dadi

Ioannis Panageas

Stratis Skoulakis

Luca Viano

Volkan Cevher

2024/1/17

On the last-iterate convergence in time-varying zero-sum games: Extra gradient succeeds where optimism fails

Advances in Neural Information Processing Systems

Yi Feng

Hu Fu

Qun Hu

Ping Li

Ioannis Panageas

...

2024/2/13

Exponential Lower Bounds for Fictitious Play in Potential Games

Advances in Neural Information Processing Systems

Ioannis Panageas

Nikolas Patris

Stratis Skoulakis

Volkan Cevher

2024/2/13

Beating Price of Anarchy and Gradient Descent without Regret in Potential Games

Iosif Sakos

Stefanos Leonardos

Stelios Andrew Stavroulakis

William Overman

Ioannis Panageas

...

2023/10/13

Embedding Surfaces by Optimizing Neural Networks with Prescribed Riemannian Metric and Beyond

Yi Feng

Sizhe Li

Ioannis Panageas

Xiao Wang

2023/7/9

Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.

Ioannis Panageas

Stratis Skoulakis

Luca Viano

Xiao Wang

Volkan Cevher

2023/7/3

Mean estimation of truncated mixtures of two Gaussians: a gradient based approach

Proceedings of the AAAI Conference on Artificial Intelligence

Sai Ganesh Nagarajan

Gerasimos Palaiopanos

Ioannis Panageas

Tushar Vaidya

Samson Yu

2023/6/26

Algorithms and complexity for computing nash equilibria in adversarial team games

arXiv preprint arXiv:2301.02129

Ioannis Anagnostides

Fivos Kalogiannis

Ioannis Panageas

Emmanouil-Vasileios Vlatakis-Gkaragkounis

Stephen McAleer

2023/1/5

Learning Nash equilibria in Rank-1 games: Going beyond the Minty Property

Nikolas Patris

Ioannis Panageas

2023/10/13

Independent natural policy gradient always converges in markov potential games

Roy Fox

Stephen McAleer

Will Overman

Ioannis Panageas

2021/10/20

On scrambling phenomena for randomly initialized recurrent networks

Advances in Neural Information Processing Systems

Vaggos Chatziafratis

Ioannis Panageas

Clayton Sanford

Stelios Stavroulakis

2022/12/6

Accelerated multiplicative weights update avoids saddle points almost always

arXiv preprint arXiv:2204.11407

Yi Feng

Ioannis Panageas

Xiao Wang

2022/4/25

Optimistic mirror descent either converges to nash or to strong coarse correlated equilibria in bimatrix games

Advances in Neural Information Processing Systems

Ioannis Anagnostides

Gabriele Farina

Ioannis Panageas

Tuomas Sandholm

2022/12/6

Frequency-Domain Representation of First-Order Methods: A Simple and Robust Framework of Analysis∗

Ioannis Anagnostides

Ioannis Panageas

2022

Convergence is Not Enough: Average-Case Performance of No-Regret Learning Dynamics

Iosif Sakos

Stefanos Leonardos

William Overman

Stelios Andrew Stavroulakis

Ioannis Panageas

...

2022/9/29

Efficiently computing nash equilibria in adversarial team markov games

arXiv preprint arXiv:2208.02204

Fivos Kalogiannis

Ioannis Anagnostides

Ioannis Panageas

Emmanouil-Vasileios Vlatakis-Gkaragkounis

Vaggos Chatziafratis

...

2022/8/3

See List of Professors in Ioannis Panageas University(University of California, Irvine)

Co-Authors

H-index: 203
Michael I. Jordan

Michael I. Jordan

University of California, Berkeley

H-index: 95
Tuomas Sandholm

Tuomas Sandholm

Carnegie Mellon University

H-index: 85
Benjamin Recht

Benjamin Recht

University of California, Berkeley

H-index: 58
Vijay Vazirani

Vijay Vazirani

University of California, Irvine

H-index: 57
Jason D. Lee

Jason D. Lee

Princeton University

H-index: 56
Constantinos Daskalakis

Constantinos Daskalakis

Massachusetts Institute of Technology

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