Georgios Piliouras
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
46
Venues
15
Active years
2009–2025
Best venue rank
A*
Where they publish
Papers
46 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | COLT | Fast and Furious Symmetric Learning in Zero-Sum Games: Gradient Descent as Fictitious Play. | John Lazarsfeld, Georgios Piliouras, Ryann Sim, Andre Wibisono |
| 2025 | ICLR | Re-evaluating Open-ended Evaluation of Large Language Models. | Siqi Liu, Ian Gemp, Luke Marris, Georgios Piliouras, Nicolas Heess, Marc Lanctot |
| 2025 | ICML | Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning. | Ian Gemp, Andreas Alexander Haupt, Luke Marris, Siqi Liu, Georgios Piliouras |
| 2025 | ICML | Solving Zero-Sum Convex Markov Games. | Fivos Kalogiannis, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Ian Gemp, Georgios Piliouras |
| 2025 | STOC | Faster Rates for No-Regret Learning in General Games via Cautious Optimism. | Ashkan Soleymani, Georgios Piliouras, Gabriele Farina |
| 2024 | ICLR | NfgTransformer: Equivariant Representation Learning for Normal-form Games. | Siqi Liu, Luke Marris, Georgios Piliouras, Ian Gemp, Nicolas Heess |
| 2024 | ICLR | Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization. | Ian Gemp, Luke Marris, Georgios Piliouras |
| 2024 | ICLR | Generative Adversarial Equilibrium Solvers. | Denizalp Goktas, David C. Parkes, Ian Gemp, Luke Marris, Georgios Piliouras, Romuald Elie, Guy Lever, Andrea Tacchetti |
| 2024 | ICLR | Beating Price of Anarchy and Gradient Descent without Regret in Potential Games. | Iosif Sakos, Stefanos Leonardos, Stelios Andrew Stavroulakis, Will Overman, Ioannis Panageas, Georgios Piliouras |
| 2024 | ICML | Scalable AI Safety via Doubly-Efficient Debate. | Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras |
| 2024 | ICML | Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg. | Yi Feng, Georgios Piliouras, Xiao Wang |
| 2024 | SAGT | Swim till You Sink: Computing the Limit of a Game. | Rashida Hakim, Jason Milionis, Christos H. Papadimitriou, Georgios Piliouras |
| 2023 | FC | Optimality Despite Chaos in Fee Markets. | Stefanos Leonardos, Danil Reijsbergen, Barnab Monnot, Georgios Piliouras |
| 2023 | IJCAI | Beyond Strict Competition: Approximate Convergence of Multi-agent Q-Learning Dynamics. | Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras |
| 2022 | ICIP | Mixed Membership Generative Adversarial Networks. | Yasin Yazici, Bruno Lecouat, Kim-Hui Yap, Stefan Winkler, Georgios Piliouras, Vijay Chandrasekhar, Chuan-Sheng Foo |
| 2022 | ICLR | The Evolution of Uncertainty of Learning in Games. | Yun Kuen Cheung, Georgios Piliouras, Yixin Tao |
| 2022 | ICLR | Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games. | Stefanos Leonardos, Will Overman, Ioannis Panageas, Georgios Piliouras |
| 2022 | ICLR | Generalized Natural Gradient Flows in Hidden Convex-Concave Games and GANs. | Andjela Mladenovic, Iosif Sakos, Gauthier Gidel, Georgios Piliouras |
| 2022 | ICML | AdaGrad Avoids Saddle Points. | Kimon Antonakopoulos, Panayotis Mertikopoulos, Georgios Piliouras, Xiao Wang |
| 2022 | ICML | Scalable Deep Reinforcement Learning Algorithms for Mean Field Games. | Mathieu Laurire, Sarah Perrin, Sertan Girgin, Paul Muller, Ayush Jain, Theophile Cabannes, Georgios Piliouras, Julien Prolat, Romuald Elie, Olivier Pietquin, Matthieu Geist |
| 2022 | SAGT | Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games. | Georgios Piliouras, Lillian J. Ratliff, Ryann Sim, Stratis Skoulakis |
| 2021 | AAAI | Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory. | Stefanos Leonardos, Georgios Piliouras |
| 2021 | AAAI | Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games. | Stratis Skoulakis, Tanner Fiez, Ryann Sim, Georgios Piliouras, Lillian J. Ratliff |
| 2021 | AFT | Dynamical analysis of the EIP-1559 Ethereum fee market. | Stefanos Leonardos, Barnab Monnot, Danil Reijsbergen, Efstratios Skoulakis, Georgios Piliouras |
| 2021 | COLT | Learning in Matrix Games can be Arbitrarily Complex. | Gabriel P. Andrade, Rafael M. Frongillo, Georgios Piliouras |
| 2021 | ICALP | On the Approximability of Multistage Min-Sum Set Cover. | Dimitris Fotakis, Panagiotis Kostopanagiotis, Vasileios Nakos, Georgios Piliouras, Stratis Skoulakis |
| 2021 | ICML | Follow-the-Regularized-Leader Routes to Chaos in Routing Games. | Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Grzegorz Kosiorowski, Michal Misiurewicz, Georgios Piliouras |
| 2021 | ICML | Online Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincar Recurrence. | Yun Kuen Cheung, Georgios Piliouras |
| 2021 | ICML | Efficient Online Learning for Dynamic k-Clustering. | Dimitris Fotakis, Georgios Piliouras, Stratis Skoulakis |
| 2021 | ICML | From Poincar Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. | Julien Prolat, Rmi Munos, Jean-Baptiste Lespiau, Shayegan Omidshafiei, Mark Rowland, Pedro A. Ortega, Neil Burch, Thomas W. Anthony, David Balduzzi, Bart De Vylder, Georgios Piliouras, Marc Lanctot, Karl Tuyls |
| 2021 | IJCAI | Learning in Markets: Greed Leads to Chaos but Following the Price is Right. | Yun Kuen Cheung, Stefanos Leonardos, Georgios Piliouras |
| 2020 | COLT | Finite Regret and Cycles with Fixed Step-Size via Alternating Gradient Descent-Ascent. | James P. Bailey, Gauthier Gidel, Georgios Piliouras |
| 2020 | ICLR | Smooth markets: A basic mechanism for organizing gradient-based learners. | David Balduzzi, Wojciech M. Czarnecki, Tom Anthony, Ian Gemp, Edward Hughes, Joel Z. Leibo, Georgios Piliouras, Thore Graepel |
| 2020 | ICML | From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics. | Sai Ganesh Nagarajan, David Balduzzi, Georgios Piliouras |
| 2019 | COLT | Vortices Instead of Equilibria in MinMax Optimization: Chaos and Butterfly Effects of Online Learning in Zero-Sum Games. | Yun Kuen Cheung, Georgios Piliouras |
| 2019 | ICLR | Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile. | Panayotis Mertikopoulos, Bruno Lecouat, Houssam Zenati, Chuan-Sheng Foo, Vijay Chandrasekhar, Georgios Piliouras |
| 2019 | ICLR | The Unusual Effectiveness of Averaging in GAN Training. | Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar |
| 2019 | ICML | Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always. | Ioannis Panageas, Georgios Piliouras, Xiao Wang |
| 2019 | STACS | Wealth Inequality and the Price of Anarchy. | Kurtulus Gemici, Elias Koutsoupias, Barnab Monnot, Christos H. Papadimitriou, Georgios Piliouras |
| 2018 | SODA | Cycles in Adversarial Regularized Learning. | Panayotis Mertikopoulos, Christos H. Papadimitriou, Georgios Piliouras |
| 2016 | ESA | The Computational Complexity of Genetic Diversity. | Ruta Mehta, Ioannis Panageas, Georgios Piliouras, Sadra Yazdanbod |
| 2015 | SAGT | Approximating Nash Equilibria in Tree Polymatrix Games. | Siddharth Barman, Katrina Ligett, Georgios Piliouras |
| 2014 | SODA | Optimization Despite Chaos: Convex Relaxations to Complex Limit Sets via Poincar Recurrence. | Georgios Piliouras, Jeff S. Shamma |
| 2010 | SAGT | No Regret Learning in Oligopolies: Cournot vs. Bertrand. | Uri Nadav, Georgios Piliouras |
| 2009 | PODC | Load balancing without regret in the bulletin board model. | Robert D. Kleinberg, Georgios Piliouras, va Tardos |
| 2009 | STOC | Multiplicative updates outperform generic no-regret learning in congestion games: extended abstract. | Robert Kleinberg, Georgios Piliouras, va Tardos |