Georgios Piliouras

269 papers A* 63A 22B 6C 1Journal 152Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Chaos in Autobidding Auctions. CoRR Ioannis Anagnostides, Ian Gemp, Georgios Piliouras, Kelly Spendlove
2026	J	`jnl`	Debate is efficient with your time. CoRR Jonah Brown-Cohen, Geoffrey Irving, Simon C. Marshall, Ilan Newman, Georgios Piliouras, Mario Szegedy
2026	J	`jnl`	Deep Incentive Design with Differentiable Equilibrium Blocks. CoRR Vinzenz Thoma, Georgios Piliouras, Luke Marris
2026	J	`jnl`	Nash-convergence of Game Dynamics and Complexity. CoRR Oliver Biggar, Christos H. Papadimitriou, Georgios Piliouras
2026	J	`jnl`	Tight Inapproximability for Welfare-Maximizing Autobidding Equilibria. CoRR Ioannis Anagnostides, Ian Gemp, Georgios Piliouras, Kelly Spendlove
2025	J	`jnl`	A Quadratic Speedup in Finding Nash Equilibria of Quantum Zero-Sum Games. Quantum Francisca Vasconcelos, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Panayotis Mertikopoulos, Georgios Piliouras, Michael I. Jordan
2025	J	`jnl`	Agency Is Frame-Dependent. CoRR David Abel, André Barreto, Michael Bowling, Will Dabney, Shi Dong, Steven Hansen, Anna Harutyunyan, Khimya Khetarpal, Clare Lyle, Razvan Pascanu, Georgios Piliouras, Doina Precup, Jonathan Richens, Mark Rowland, Tom Schaul, Satinder Singh
2025	J	`jnl`	Avoiding Obfuscation with Prover-Estimator Debate. CoRR Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras
2025	A*	`conf`	Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games. EC Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	J	`jnl`	Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games. CoRR Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	A*	`conf`	Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning. ICML Ian Gemp, Andreas Alexander Haupt, Luke Marris, Siqi Liu, Georgios Piliouras
2025	J	`jnl`	Deviation Ratings: A General, Clone-Invariant Rating Method. CoRR Luke Marris, Siqi Liu, Ian Gemp, Georgios Piliouras, Marc Lanctot
2025	A*	`conf`	Fast and Furious Symmetric Learning in Zero-Sum Games: Gradient Descent as Fictitious Play. COLT John Lazarsfeld, Georgios Piliouras, Ryann Sim, Andre Wibisono
2025	J	`jnl`	Fast and Furious Symmetric Learning in Zero-Sum Games: Gradient Descent as Fictitious Play. CoRR John Lazarsfeld, Georgios Piliouras, Ryann Sim, Andre Wibisono
2025	A*	`conf`	Faster Rates for No-Regret Learning in General Games via Cautious Optimism. STOC Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	J	`jnl`	Faster Rates for No-Regret Learning in General Games via Cautious Optimism. CoRR Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	J	`jnl`	Interval maps mimicking circle rotations. Commun. Nonlinear Sci. Numer. Simul. Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
2025	—	`conf`	Learning and steering game dynamics towards desirable outcomes. L4DC Ilayda Canyakmaz, Iosif Sakos, Wayne Lin, Antonios Varvitsiotis, Georgios Piliouras
2025	J	`jnl`	Learning in Quantum Common-Interest Games and the Separability Problem. Quantum Wayne Lin, Georgios Piliouras, Ryann Sim, Antonios Varvitsiotis
2025	J	`jnl`	Multi-Agent Online Control with Adversarial Disturbances. CoRR Anas Barakat, John Lazarsfeld, Georgios Piliouras, Antonios Varvitsiotis
2025	J	`jnl`	Multi-Agent Risks from Advanced AI. CoRR Lewis Hammond, Alan Chan, Jesse Clifton, Jason Hoelscher-Obermaier, Akbir Khan, Euan McLean, Chandler Smith, Wolfram Barfuss, Jakob N. Foerster, Tomas Gavenciak, The Anh Han, Edward Hughes, Vojtech Kovarík, Jan Kulveit, Joel Z. Leibo, Caspar Oesterheld, Christian Schröder de Witt, Nisarg Shah, Michael P. Wellman, Paolo Bova, Theodor Cimpeanu, Carson Ezell, Quentin Feuillade-Montixi, Matija Franklin, Esben Kran, Igor Krawczuk, Max Lamparth, Niklas Lauffer, Alexander Meinke, Sumeet Motwani, Anka Reuel, Vincent Conitzer, Michael Dennis, Iason Gabriel, Adam Gleave, Gillian K. Hadfield, Nika Haghtalab, Atoosa Kasirzadeh, Sébastien Krier, Kate Larson, Joel Lehman, David C. Parkes, Georgios Piliouras, Iyad Rahwan
2025	J	`jnl`	Optimism Without Regularization: Constant Regret in Zero-Sum Games. CoRR John Lazarsfeld, Georgios Piliouras, Ryann Sim, Stratis Skoulakis
2025	—	`conf`	Passivity, No-Regret, and Convergent Learning in Contractive Games. CDC Hassan Abdelraouf, Georgios Piliouras, Jeff S. Shamma
2025	J	`jnl`	Passivity, No-Regret, and Convergent Learning in Contractive Games. CoRR Hassan Abdelraouf, Georgios Piliouras, Jeff S. Shamma
2025	J	`jnl`	Plasticity as the Mirror of Empowerment. CoRR David Abel, Michael Bowling, André Barreto, Will Dabney, Shi Dong, Steven Hansen, Anna Harutyunyan, Khimya Khetarpal, Clare Lyle, Razvan Pascanu, Georgios Piliouras, Doina Precup, Jonathan Richens, Mark Rowland, Tom Schaul, Satinder Singh
2025	A*	`conf`	Re-evaluating Open-ended Evaluation of Large Language Models. ICLR Siqi Liu, Ian Gemp, Luke Marris, Georgios Piliouras, Nicolas Heess, Marc Lanctot
2025	J	`jnl`	Re-evaluating Open-ended Evaluation of Large Language Models. CoRR Siqi Liu, Ian Gemp, Luke Marris, Georgios Piliouras, Nicolas Heess, Marc Lanctot
2025	A*	`conf`	Solving Zero-Sum Convex Markov Games. ICML Fivos Kalogiannis, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Ian Gemp, Georgios Piliouras
2025	J	`jnl`	Solving Zero-Sum Convex Markov Games. CoRR Fivos Kalogiannis, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Ian Gemp, Georgios Piliouras
2024	J	`jnl`	A theory of appropriateness with applications to generative artificial intelligence. CoRR Joel Z. Leibo, Alexander Sasha Vezhnevets, Manfred Diaz, John P. Agapiou, William A. Cunningham, Peter Sunehag, Julia Haas, Raphael Koster, Edgar A. Duéñez-Guzmán, William S. Isaac, Georgios Piliouras, Stanley M. Bileschi, Iyad Rahwan, Simon Osindero
2024	A*	`conf`	Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization. ICLR Ian Gemp, Luke Marris, Georgios Piliouras
2024	A	`conf`	Approximating the Core via Iterative Coalition Sampling. AAMAS Ian Gemp, Marc Lanctot, Luke Marris, Yiran Mao, Edgar A. Duéñez-Guzmán, Sarah Perrin, András György, Romuald Elie, Georgios Piliouras, Michael Kaisers, Daniel Hennes, Kalesha Bullard, Kate Larson, Yoram Bachrach
2024	J	`jnl`	Approximating the Core via Iterative Coalition Sampling. CoRR Ian Gemp, Marc Lanctot, Luke Marris, Yiran Mao, Edgar A. Duéñez-Guzmán, Sarah Perrin, András György, Romuald Elie, Georgios Piliouras, Michael Kaisers, Daniel Hennes, Kalesha Bullard, Kate Larson, Yoram Bachrach
2024	J	`jnl`	Auto-Bidding and Auctions in Online Advertising: A Survey. SIGecom Exch. Gagan Aggarwal, Ashwinkumar Badanidiyuru, Santiago R. Balseiro, Kshipra Bhawalkar, Yuan Deng, Zhe Feng, Gagan Goel, Christopher Liaw, Haihao Lu, Mohammad Mahdian, Jieming Mao, Aranyak Mehta, Vahab Mirrokni, Renato Paes Leme, Andrés Perlroth, Georgios Piliouras, Jon Schneider, Ariel Schvartzman, Balasubramanian Sivan, Kelly Spendlove, Yifeng Teng, Di Wang, Hanrui Zhang, Mingfei Zhao, Wennan Zhu, Song Zuo
2024	J	`jnl`	Auto-bidding and Auctions in Online Advertising: A Survey. CoRR Gagan Aggarwal, Ashwinkumar Badanidiyuru, Santiago R. Balseiro, Kshipra Bhawalkar, Yuan Deng, Zhe Feng, Gagan Goel, Christopher Liaw, Haihao Lu, Mohammad Mahdian, Jieming Mao, Aranyak Mehta, Vahab Mirrokni, Renato Paes Leme, Andrés Perlroth, Georgios Piliouras, Jon Schneider, Ariel Schvartzman, Balasubramanian Sivan, Kelly Spendlove, Yifeng Teng, Di Wang, Hanrui Zhang, Mingfei Zhao, Wennan Zhu, Song Zuo
2024	A*	`conf`	Beating Price of Anarchy and Gradient Descent without Regret in Potential Games. ICLR Iosif Sakos, Stefanos Leonardos, Stelios Andrew Stavroulakis, Will Overman, Ioannis Panageas, Georgios Piliouras
2024	J	`jnl`	Charting the Shapes of Stories with Game Theory. CoRR Constantinos Daskalakis, Ian Gemp, Yanchen Jiang, Renato Paes Leme, Christos H. Papadimitriou, Georgios Piliouras
2024	A*	`conf`	Complex Dynamics in Autobidding Systems. EC Renato Paes Leme, Georgios Piliouras, Jon Schneider, Kelly Spendlove, Song Zuo
2024	A*	`conf`	Convergence of No-Swap-Regret Dynamics in Self-Play. NeurIPS Renato Paes Leme, Georgios Piliouras, Jon Schneider
2024	J	`jnl`	Convex Markov Games: A Framework for Fairness, Imitation, and Creativity in Multi-Agent Learning. CoRR Ian Gemp, Andreas A. Haupt, Luke Marris, Siqi Liu, Georgios Piliouras
2024	J	`jnl`	Dynamical Analysis of Autobidding Systems. CoRR Renato Paes Leme, Georgios Piliouras, Jon Schneider, Kelly Spendlove, Song Zuo
2024	A*	`conf`	Generative Adversarial Equilibrium Solvers. ICLR Denizalp Goktas, David C. Parkes, Ian Gemp, Luke Marris, Georgios Piliouras, Romuald Elie, Guy Lever, Andrea Tacchetti
2024	—	`conf`	MEV Sharing with Dynamic Extraction Rates. DeFi@CCS Pedro Braga, Georgios Chionas, Piotr Krysta, Stefanos Leonardos, Georgios Piliouras, Carmine Ventre
2024	A	`conf`	Neural Population Learning beyond Symmetric Zero-Sum Games. AAMAS Siqi Liu, Luke Marris, Marc Lanctot, Georgios Piliouras, Joel Z. Leibo, Nicolas Heess
2024	J	`jnl`	Neural Population Learning beyond Symmetric Zero-sum Games. CoRR Siqi Liu, Luke Marris, Marc Lanctot, Georgios Piliouras, Joel Z. Leibo, Nicolas Heess
2024	A*	`conf`	NfgTransformer: Equivariant Representation Learning for Normal-form Games. ICLR Siqi Liu, Luke Marris, Georgios Piliouras, Ian Gemp, Nicolas Heess
2024	J	`jnl`	NfgTransformer: Equivariant Representation Learning for Normal-form Games. CoRR Siqi Liu, Luke Marris, Georgios Piliouras, Ian Gemp, Nicolas Heess
2024	J	`jnl`	No-Regret Learning and Equilibrium Computation in Quantum Games. Quantum Wayne Lin, Georgios Piliouras, Ryann Sim, Antonios Varvitsiotis
2024	A*	`conf`	No-regret Learning in Harmonic Games: Extrapolation in the Face of Conflicting Interests. NeurIPS Davide Legacci, Panayotis Mertikopoulos, Christos H. Papadimitriou, Georgios Piliouras, Bary S. R. Pradelski
2024	J	`jnl`	No-regret learning in harmonic games: Extrapolation in the face of conflicting interests. CoRR Davide Legacci, Panayotis Mertikopoulos, Christos H. Papadimitriou, Georgios Piliouras, Bary S. R. Pradelski
2024	J	`jnl`	On the Redistribution of Maximal Extractable Value: A Dynamic Mechanism. CoRR Pedro Braga, Georgios Chionas, Stefanos Leonardos, Piotr Krysta, Georgios Piliouras, Carmine Ventre
2024	A	`conf`	On the Stability of Learning in Network Games with Many Players. AAMAS Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras
2024	J	`jnl`	On the Stability of Learning in Network Games with Many Players. CoRR Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras
2024	A*	`conf`	Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg. ICML Yi Feng, Georgios Piliouras, Xiao Wang
2024	J	`jnl`	Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg. CoRR Yi Feng, Georgios Piliouras, Xiao Wang
2024	A*	`conf`	Scalable AI Safety via Doubly-Efficient Debate. ICML Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras
2024	J	`jnl`	States as Strings as Strategies: Steering Language Models with Game-Theoretic Solvers. CoRR Ian Gemp, Yoram Bachrach, Marc Lanctot, Roma Patel, Vibhavari Dasagi, Luke Marris, Georgios Piliouras, Siqi Liu, Karl Tuyls
2024	J	`jnl`	Steering game dynamics towards desired outcomes. CoRR Ilayda Canyakmaz, Iosif Sakos, Wayne Lin, Antonios Varvitsiotis, Georgios Piliouras
2024	B	`conf`	Swim till You Sink: Computing the Limit of a Game. SAGT Rashida Hakim, Jason Milionis, Christos H. Papadimitriou, Georgios Piliouras
2024	J	`jnl`	Swim till You Sink: Computing the Limit of a Game. CoRR Rashida Hakim, Jason Milionis, Christos H. Papadimitriou, Georgios Piliouras
2024	J	`jnl`	Visualizing 2x2 Normal-Form Games: twoxtwogame LaTeX Package. CoRR Luke Marris, Ian Gemp, Siqi Liu, Joel Z. Leibo, Georgios Piliouras
2024	A	`conf`	Who gets the Maximal Extractable Value? A Dynamic Sharing Blockchain Mechanism. AAMAS Pedro Braga, Georgios Chionas, Piotr Krysta, Stefanos Leonardos, Georgios Piliouras, Carmine Ventre
2023	J	`jnl`	A Quadratic Speedup in Finding Nash Equilibria of Quantum Zero-Sum Games. CoRR Francisca Vasconcelos, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Panayotis Mertikopoulos, Georgios Piliouras, Michael I. Jordan
2023	A*	`conf`	Alternation makes the adversary weaker in two-player games. NeurIPS Volkan Cevher, Ashok Cutkosky, Ali Kavis, Georgios Piliouras, Stratis Skoulakis, Luca Viano
2023	J	`jnl`	Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization. CoRR Ian Gemp, Luke Marris, Georgios Piliouras
2023	J	`jnl`	Asymptotic Convergence and Performance of Multi-Agent Q-Learning Dynamics. CoRR Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023	A	`conf`	Asymptotic Convergence and Performance of Multi-Agent Q-learning Dynamics. AAMAS Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023	J	`jnl`	Beyond Strict Competition: Approximate Convergence of Multi Agent Q-Learning Dynamics. CoRR Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023	A*	`conf`	Beyond Strict Competition: Approximate Convergence of Multi-agent Q-Learning Dynamics. IJCAI Aamal Abbas Hussain, Francesco Belardinelli, Georgios Piliouras
2023	J	`jnl`	Catastrophe by Design in Population Games: A Mechanism to Destabilize Inefficient Locked-in Technologies. ACM Trans. Economics and Comput. Stefanos Leonardos, Joseph Sakos, Costas Courcoubetis, Georgios Piliouras
2023	J	`jnl`	Chaos persists in large-scale multi-agent learning despite adaptive learning rates. CoRR Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2023	J	`jnl`	Discovering How Agents Learn Using Few Data. CoRR Iosif Sakos, Antonios Varvitsiotis, Georgios Piliouras
2023	J	`jnl`	Equilibrium-Invariant Embedding, Metric Space, and Fundamental Set of 2×2 Normal-Form Games. CoRR Luke Marris, Ian Gemp, Georgios Piliouras
2023	A*	`conf`	Exploiting hidden structures in non-convex games for convergence to Nash equilibrium. NeurIPS Iosif Sakos, Emmanouil V. Vlatakis-Gkaragkounis, Panayotis Mertikopoulos, Georgios Piliouras
2023	J	`jnl`	Exploiting hidden structures in non-convex games for convergence to Nash equilibrium. CoRR Iosif Sakos, Emmanouil V. Vlatakis-Gkaragkounis, Panayotis Mertikopoulos, Georgios Piliouras
2023	J	`jnl`	Generative Adversarial Equilibrium Solvers. CoRR Denizalp Goktas, David C. Parkes, Ian Gemp, Luke Marris, Georgios Piliouras, Romuald Elie, Guy Lever, Andrea Tacchetti
2023	J	`jnl`	Heterogeneous Beliefs and Multi-Population Learning in Network Games. CoRR Shuyue Hu, Harold Soh, Georgios Piliouras
2023	—	`conf`	Min-Max Optimization Made Simple: Approximating the Proximal Point Method via Contraction Maps. SOSA Volkan Cevher, Georgios Piliouras, Ryann Sim, Stratis Skoulakis
2023	J	`jnl`	Min-Max Optimization Made Simple: Approximating the Proximal Point Method via Contraction Maps. CoRR Volkan Cevher, Georgios Piliouras, Ryann Sim, Stratis Skoulakis
2023	A*	`conf`	Multi-agent Performative Prediction: From Global Stability and Optimality to Chaos. EC Georgios Piliouras, Fang-Yi Yu
2023	J	`jnl`	Multiplicative Updates for Online Convex Optimization over Symmetric Cones. CoRR Ilayda Canyakmaz, Wayne Lin, Georgios Piliouras, Antonios Varvitsiotis
2023	J	`jnl`	No-Regret Learning and Equilibrium Computation in Quantum Games. CoRR Wayne Lin, Georgios Piliouras, Ryann Sim, Antonios Varvitsiotis
2023	A*	`conf`	No-Regret Learning in Games is Turing Complete. EC Gabriel P. Andrade, Rafael M. Frongillo, Georgios Piliouras
2023	J	`jnl`	Non-chaotic limit sets in multi-agent learning. Auton. Agents Multi Agent Syst. Aleksander Czechowski, Georgios Piliouras
2023	A	`conf`	Optimality Despite Chaos in Fee Markets. FC Stefanos Leonardos, Daniël Reijsbergen, Barnabé Monnot, Georgios Piliouras
2023	J	`jnl`	Quantum Potential Games, Replicator Dynamics, and the Separability Problem. CoRR Wayne Lin, Georgios Piliouras, Ryann Sim, Antonios Varvitsiotis
2023	J	`jnl`	Scalable AI Safety via Doubly-Efficient Debate. CoRR Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras
2023	J	`jnl`	Stability of Multi-Agent Learning: Convergence in Network Games with Many Players. CoRR Aamal Abbas Hussain, Dan Leonte, Francesco Belardinelli, Georgios Piliouras
2023	A*	`conf`	The Best of Both Worlds in Network Population Games: Reaching Consensus and Convergence to Equilibrium. NeurIPS Shuyue Hu, Harold Soh, Georgios Piliouras
2022	A*	`conf`	AdaGrad Avoids Saddle Points. ICML Kimon Antonakopoulos, Panayotis Mertikopoulos, Georgios Piliouras, Xiao Wang
2022	A*	`conf`	Alternating Mirror Descent for Constrained Min-Max Games. NeurIPS Andre Wibisono, Molei Tao, Georgios Piliouras
2022	J	`jnl`	Alternating Mirror Descent for Constrained Min-Max Games. CoRR Andre Wibisono, Molei Tao, Georgios Piliouras
2022	A*	`conf`	Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update. NeurIPS Georgios Piliouras, Ryann Sim, Stratis Skoulakis
2022	C	`conf`	Blockchain-based Mechanism Design for Collaborative Mathematical Research. ICBC Jin Xing Lim, Barnabé Monnot, Georgios Piliouras
2022	J	`jnl`	Evolutionary Dynamics and Phi-Regret Minimization in Games. J. Artif. Intell. Res. Georgios Piliouras, Mark Rowland, Shayegan Omidshafiei, Romuald Elie, Daniel Hennes, Jerome T. Connor, Karl Tuyls
2022	J	`jnl`	Exploration-exploitation in multi-agent learning: Catastrophe theory meets game theory. Artif. Intell. Stefanos Leonardos, Georgios Piliouras
2022	B	`conf`	Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games. SAGT Georgios Piliouras, Lillian J. Ratliff, Ryann Sim, Stratis Skoulakis
2022	J	`jnl`	Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games. CoRR Georgios Piliouras, Lillian J. Ratliff, Ryann Sim, Stratis Skoulakis
2022	A*	`conf`	Generalized Natural Gradient Flows in Hidden Convex-Concave Games and GANs. ICLR Andjela Mladenovic, Iosif Sakos, Gauthier Gidel, Georgios Piliouras
2022	A*	`conf`	Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games. ICLR Stefanos Leonardos, Will Overman, Ioannis Panageas, Georgios Piliouras
2022	—	`conf`	Griefing Factors and Evolutionary In-Stabilities in Blockchain Mining Games. MARBLE Stefanos Leonardos, Shyam Sridhar, Yun Kuen Cheung, Georgios Piliouras
2022	J	`jnl`	Learning Correlated Equilibria in Mean-Field Games. CoRR Paul Muller, Romuald Elie, Mark Rowland, Mathieu Laurière, Julien Pérolat, Sarah Perrin, Matthieu Geist, Georgios Piliouras, Olivier Pietquin, Karl Tuyls
2022	A	`conf`	Learning Equilibria in Mean-Field Games: Introducing Mean-Field PSRO. AAMAS Paul Muller, Mark Rowland, Romuald Elie, Georgios Piliouras, Julien Pérolat, Mathieu Laurière, Raphaël Marinier, Olivier Pietquin, Karl Tuyls
2022	—	`conf`	Market Equilibria and Risk Diversification in Blockchain Mining Economies. MARBLE Yun Kuen Cheung, Stefanos Leonardos, Shyam Sridhar, Georgios Piliouras
2022	A*	`conf`	Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence. NeurIPS Rahul Jain, Georgios Piliouras, Ryann Sim
2022	J	`jnl`	Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence. CoRR Rahul Jain, Georgios Piliouras, Ryann Sim
2022	B	`conf`	Mixed Membership Generative Adversarial Networks. ICIP Yasin Yazici, Bruno Lecouat, Kim-Hui Yap, Stefan Winkler, Georgios Piliouras, Vijay Chandrasekhar, Chuan-Sheng Foo
2022	J	`jnl`	Multi-agent Performative Prediction: From Global Stability and Optimality to Chaos. CoRR Georgios Piliouras, Fang-Yi Yu
2022	J	`jnl`	Nash, Conley, and Computation: Impossibility and Incompleteness in Game Dynamics. CoRR Jason Milionis, Christos H. Papadimitriou, Georgios Piliouras, Kelly Spendlove
2022	J	`jnl`	No-Regret Learning in Games is Turing Complete. CoRR Gabriel P. Andrade, Rafael M. Frongillo, Georgios Piliouras
2022	J	`jnl`	Optimality Despite Chaos in Fee Markets. CoRR Stefanos Leonardos, Daniël Reijsbergen, Barnabé Monnot, Georgios Piliouras
2022	A	`conf`	Poincaré-Bendixson Limit Sets in Multi-Agent Learning. AAMAS Aleksander Czechowski, Georgios Piliouras
2022	J	`jnl`	Routing Games in the Wild: Efficiency, Equilibration, Regret, and a Price of Anarchy Bound via Long Division. ACM Trans. Economics and Comput. Barnabé Monnot, Francisco Benita, Georgios Piliouras
2022	A*	`conf`	Scalable Deep Reinforcement Learning Algorithms for Mean Field Games. ICML Mathieu Laurière, Sarah Perrin, Sertan Girgin, Paul Muller, Ayush Jain, Theophile Cabannes, Georgios Piliouras, Julien Pérolat, Romuald Elie, Olivier Pietquin, Matthieu Geist
2022	J	`jnl`	Scalable Deep Reinforcement Learning Algorithms for Mean Field Games. CoRR Mathieu Laurière, Sarah Perrin, Sertan Girgin, Paul Muller, Ayush Jain, Theophile Cabannes, Georgios Piliouras, Julien Pérolat, Romuald Élie, Olivier Pietquin, Matthieu Geist
2022	A	`conf`	Scaling Mean Field Games by Online Mirror Descent. AAMAS Julien Pérolat, Sarah Perrin, Romuald Elie, Mathieu Laurière, Georgios Piliouras, Matthieu Geist, Karl Tuyls, Olivier Pietquin
2022	A*	`conf`	The Evolution of Uncertainty of Learning in Games. ICLR Yun Kuen Cheung, Georgios Piliouras, Yixin Tao
2022	J	`jnl`	Unpredictable dynamics in congestion games: memory loss can prevent chaos. CoRR Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
2021	—	`conf`	A Blockchain-Based Approach for Collaborative Formalization of Mathematics and Programs. Blockchain Jin Xing Lim, Barnabé Monnot, Shaowei Lin, Georgios Piliouras
2021	J	`jnl`	A Blockchain-Based Approach for Collaborative Formalization of Mathematics and Programs. CoRR Jin Xing Lim, Barnabé Monnot, Shaowei Lin, Georgios Piliouras
2021	J	`jnl`	Constants of Motion: The Antidote to Chaos in Optimization and Game Dynamics. CoRR Georgios Piliouras, Xiao Wang
2021	J	`jnl`	Dynamical Analysis of the EIP-1559 Ethereum Fee Market. CoRR Stefanos Leonardos, Barnabé Monnot, Daniël Reijsbergen, Stratis Skoulakis, Georgios Piliouras
2021	B	`conf`	Dynamical analysis of the EIP-1559 Ethereum fee market. AFT Stefanos Leonardos, Barnabé Monnot, Daniël Reijsbergen, Efstratios Skoulakis, Georgios Piliouras
2021	A*	`conf`	Efficient Online Learning for Dynamic k-Clustering. ICML Dimitris Fotakis, Georgios Piliouras, Stratis Skoulakis
2021	J	`jnl`	Efficient Online Learning for Dynamic k-Clustering. CoRR Dimitris Fotakis, Georgios Piliouras, Stratis Skoulakis
2021	J	`jnl`	Evolutionary Dynamics and Φ-Regret Minimization in Games. CoRR Georgios Piliouras, Mark Rowland, Shayegan Omidshafiei, Romuald Elie, Daniel Hennes, Jerome T. Connor, Karl Tuyls
2021	A*	`conf`	Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games. AAAI Stratis Skoulakis, Tanner Fiez, Ryann Sim, Georgios Piliouras, Lillian J. Ratliff
2021	A*	`conf`	Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality. NeurIPS Stefanos Leonardos, Georgios Piliouras, Kelly Spendlove
2021	J	`jnl`	Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality. CoRR Stefanos Leonardos, Georgios Piliouras, Kelly Spendlove
2021	A*	`conf`	Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory. AAAI Stefanos Leonardos, Georgios Piliouras
2021	A*	`conf`	Follow-the-Regularized-Leader Routes to Chaos in Routing Games. ICML Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Grzegorz Kosiorowski, Michal Misiurewicz, Georgios Piliouras
2021	J	`jnl`	Follow-the-Regularized-Leader Routes to Chaos in Routing Games. CoRR Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Grzegorz Kosiorowski, Michal Misiurewicz, Georgios Piliouras
2021	J	`jnl`	From Griefing to Stability in Blockchain Mining Economies. CoRR Yun Kuen Cheung, Stefanos Leonardos, Georgios Piliouras, Shyam Sridhar
2021	A*	`conf`	From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. ICML Julien Pérolat, Rémi 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	J	`jnl`	Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games. CoRR Stefanos Leonardos, Will Overman, Ioannis Panageas, Georgios Piliouras
2021	J	`jnl`	Learning Equilibria in Mean-Field Games: Introducing Mean-Field PSRO. CoRR Paul Muller, Mark Rowland, Romuald Elie, Georgios Piliouras, Julien Pérolat, Mathieu Laurière, Raphaël Marinier, Olivier Pietquin, Karl Tuyls
2021	A*	`conf`	Learning in Markets: Greed Leads to Chaos but Following the Price is Right. IJCAI Yun Kuen Cheung, Stefanos Leonardos, Georgios Piliouras
2021	J	`jnl`	Learning in Markets: Greed Leads to Chaos but Following the Price is Right. CoRR Yun Kuen Cheung, Stefanos Leonardos, Georgios Piliouras
2021	A*	`conf`	Learning in Matrix Games can be Arbitrarily Complex. COLT Gabriel P. Andrade, Rafael M. Frongillo, Georgios Piliouras
2021	J	`jnl`	Learning in Matrix Games can be Arbitrarily Complex. CoRR Gabriel P. Andrade, Rafael M. Frongillo, Georgios Piliouras
2021	A*	`conf`	On the Approximability of Multistage Min-Sum Set Cover. ICALP Dimitris Fotakis, Panagiotis Kostopanagiotis, Vasileios Nakos, Georgios Piliouras, Stratis Skoulakis
2021	J	`jnl`	On the Approximability of Multistage Min-Sum Set Cover. CoRR Dimitris Fotakis, Panagiotis Kostopanagiotis, Vasileios Nakos, Georgios Piliouras, Stratis Skoulakis
2021	A*	`conf`	Online Learning in Periodic Zero-Sum Games. NeurIPS Tanner Fiez, Ryann Sim, Stratis Skoulakis, Georgios Piliouras, Lillian J. Ratliff
2021	J	`jnl`	Online Learning in Periodic Zero-Sum Games. CoRR Tanner Fiez, Ryann Sim, Stratis Skoulakis, Georgios Piliouras, Lillian J. Ratliff
2021	A*	`conf`	Online Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincaré Recurrence. ICML Yun Kuen Cheung, Georgios Piliouras
2021	J	`jnl`	Online Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincaré Recurrence. CoRR Yun Kuen Cheung, Georgios Piliouras
2021	J	`jnl`	Optimal No-Regret Learning in General Games: Bounded Regret with Unbounded Step-Sizes via Clairvoyant MWU. CoRR Georgios Piliouras, Ryann Sim, Stratis Skoulakis
2021	J	`jnl`	Poincaré-Bendixson Limit Sets in Multi-Agent Learning. CoRR Aleksander Czechowski, Georgios Piliouras
2021	J	`jnl`	Scaling up Mean Field Games with Online Mirror Descent. CoRR Julien Pérolat, Sarah Perrin, Romuald Elie, Mathieu Laurière, Georgios Piliouras, Matthieu Geist, Karl Tuyls, Olivier Pietquin
2021	A*	`conf`	Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2021	J	`jnl`	Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Georgios Piliouras
2021	J	`jnl`	Stochastic Multiplicative Weights Updates in Zero-Sum Games. CoRR James P. Bailey, Sai Ganesh Nagarajan, Georgios Piliouras
2021	—	`conf`	Transaction Fees on a Honeymoon: Ethereum's EIP-1559 One Month Later. Blockchain Daniël Reijsbergen, Shyam Sridhar, Barnabé Monnot, Stefanos Leonardos, Stratis Skoulakis, Georgios Piliouras
2021	J	`jnl`	Transaction Fees on a Honeymoon: Ethereum's EIP-1559 One Month Later. CoRR Daniël Reijsbergen, Shyam Sridhar, Barnabé Monnot, Stefanos Leonardos, Stratis Skoulakis, Georgios Piliouras
2020	J	`jnl`	Catastrophe by Design in Population Games: Destabilizing Wasteful Locked-in Technologies. CoRR Stefanos Leonardos, Iosif Sakos, Costas Courcoubetis, Georgios Piliouras
2020	—	`conf`	Catastrophe by Design in Population Games: Destabilizing WastefulLocked-In Technologies. WINE Stefanos Leonardos, Iosif Sakos, Costas Courcoubetis, Georgios Piliouras
2020	A*	`conf`	Chaos, Extremism and Optimism: Volume Analysis of Learning in Games. NeurIPS Yun Kuen Cheung, Georgios Piliouras
2020	J	`jnl`	Chaos, Extremism and Optimism: Volume Analysis of Learning in Games. CoRR Yun Kuen Cheung, Georgios Piliouras
2020	—	`conf`	Data-Driven Models of Selfish Routing: Why Price of Anarchy Does Depend on Network Topology. WINE Francisco Benita, Vittorio Bilò, Barnabé Monnot, Georgios Piliouras, Cosimo Vinci
2020	J	`jnl`	Data-Driven Models of Selfish Routing: Why Price of Anarchy Does Depend on Network Topology. CoRR Francisco Benita, Vittorio Bilò, Barnabé Monnot, Georgios Piliouras, Cosimo Vinci
2020	J	`jnl`	Do Cryptocurrency Prices Camouflage Latent Economic Effects? A Bayesian Hidden Markov Approach. Future Internet Constandina Koki, Stefanos Leonardos, Georgios Piliouras
2020	A*	`conf`	Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent. NeurIPS Dimitris Fotakis, Thanasis Lianeas, Georgios Piliouras, Stratis Skoulakis
2020	J	`jnl`	Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent. CoRR Dimitris Fotakis, Thanasis Lianeas, Georgios Piliouras, Stratis Skoulakis
2020	J	`jnl`	Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games. CoRR Stratis Skoulakis, Tanner Fiez, Ryann Sim, Georgios Piliouras, Lillian J. Ratliff
2020	J	`jnl`	Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory. CoRR Stefanos Leonardos, Georgios Piliouras
2020	A*	`conf`	Finite Regret and Cycles with Fixed Step-Size via Alternating Gradient Descent-Ascent. COLT James P. Bailey, Gauthier Gidel, Georgios Piliouras
2020	A*	`conf`	From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics. ICML Sai Ganesh Nagarajan, David Balduzzi, Georgios Piliouras
2020	J	`jnl`	From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. CoRR Julien Pérolat, Rémi 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
2020	J	`jnl`	Incentives in Ethereum's hybrid Casper protocol. Int. J. Netw. Manag. Vitalik Buterin, Daniël Reijsbergen, Stefanos Leonardos, Georgios Piliouras
2020	A*	`conf`	No-Regret Learning and Mixed Nash Equilibria: They Do Not Mix. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras
2020	J	`jnl`	No-regret learning and mixed Nash equilibria: They do not mix. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras
2020	J	`jnl`	PREStO: A Systematic Framework for Blockchain Consensus Protocols. IEEE Trans. Engineering Management Stefanos Leonardos, Daniël Reijsbergen, Georgios Piliouras
2020	A	`conf`	Robust Self-organization in Games: Symmetries, Conservation Laws and Dimensionality Reduction. AAMAS Sai Ganesh Nagarajan, David Balduzzi, Georgios Piliouras
2020	A*	`conf`	Smooth markets: A basic mechanism for organizing gradient-based learners. ICLR David Balduzzi, Wojciech M. Czarnecki, Tom Anthony, Ian Gemp, Edward Hughes, Joel Z. Leibo, Georgios Piliouras, Thore Graepel
2020	J	`jnl`	Smooth markets: A basic mechanism for organizing gradient-based learners. CoRR David Balduzzi, Wojciech M. Czarnecki, Thomas W. Anthony, Ian M. Gemp, Edward Hughes, Joel Z. Leibo, Georgios Piliouras, Thore Graepel
2020	A*	`conf`	The route to chaos in routing games: When is price of anarchy too optimistic? NeurIPS Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
2020	J	`jnl`	Weighted voting on the blockchain: Improving consensus in proof of stake protocols. Int. J. Netw. Manag. Stefanos Leonardos, Daniël Reijsbergen, Georgios Piliouras
2019	J	`jnl`	Broken Detailed Balance and Non-Equilibrium Dynamics in Noisy Social Learning Models. CoRR Tushar Vaidya, Thiparat Chotibut, Georgios Piliouras
2019	A*	`conf`	Efficiently avoiding saddle points with zero order methods: No gradients required. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2019	J	`jnl`	Efficiently avoiding saddle points with zero order methods: No gradients required. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Georgios Piliouras
2019	A*	`conf`	Fast and Furious Learning in Zero-Sum Games: Vanishing Regret with Non-Vanishing Step Sizes. NeurIPS James P. Bailey, Georgios Piliouras
2019	J	`jnl`	Fast and Furious Learning in Zero-Sum Games: Vanishing Regret with Non-Vanishing Step Sizes. CoRR James P. Bailey, Georgios Piliouras
2019	J	`jnl`	Finite Regret and Cycles with Fixed Step-Size via Alternating Gradient Descent-Ascent. CoRR James P. Bailey, Gauthier Gidel, Georgios Piliouras
2019	A*	`conf`	First-order methods almost always avoid saddle points: The case of vanishing step-sizes. NeurIPS Ioannis Panageas, Georgios Piliouras, Xiao Wang
2019	J	`jnl`	First-order methods almost always avoid strict saddle points. Math. Program. Jason D. Lee, Ioannis Panageas, Georgios Piliouras, Max Simchowitz, Michael I. Jordan, Benjamin Recht
2019	—	`conf`	From Darwin to Poincaré and von Neumann: Recurrence and Cycles in Evolutionary and Algorithmic Game Theory. WINE Victor Boone, Georgios Piliouras
2019	J	`jnl`	From Darwin to Poincaré and von Neumann: Recurrence and Cycles in Evolutionary and Algorithmic Game Theory. CoRR Victor Boone, Georgios Piliouras
2019	—	`conf`	Incentives in Ethereum's Hybrid Casper Protocol. IEEE ICBC Vitalik Buterin, Daniël Reijsbergen, Stefanos Leonardos, Georgios Piliouras
2019	J	`jnl`	Incentives in Ethereum's Hybrid Casper Protocol. CoRR Vitalik Buterin, Daniël Reijsbergen, Stefanos Leonardos, Georgios Piliouras
2019	A	`conf`	Multi-Agent Learning in Network Zero-Sum Games is a Hamiltonian System. AAMAS James P. Bailey, Georgios Piliouras
2019	J	`jnl`	Multi-Agent Learning in Network Zero-Sum Games is a Hamiltonian System. CoRR James P. Bailey, Georgios Piliouras
2019	A*	`conf`	Multiagent Evaluation under Incomplete Information. NeurIPS Mark Rowland, Shayegan Omidshafiei, Karl Tuyls, Julien Pérolat, Michal Valko, Georgios Piliouras, Rémi Munos
2019	J	`jnl`	Multiagent Evaluation under Incomplete Information. CoRR Mark Rowland, Shayegan Omidshafiei, Karl Tuyls, Julien Pérolat, Michal Valko, Georgios Piliouras, Rémi Munos
2019	A*	`conf`	Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always. ICML Ioannis Panageas, Georgios Piliouras, Xiao Wang
2019	—	`conf`	Oceanic Games: Centralization Risks and Incentives in Blockchain Mining. MARBLE Nikos Leonardos, Stefanos Leonardos, Georgios Piliouras
2019	J	`jnl`	Oceanic Games: Centralization Risks and Incentives in Blockchain Mining. CoRR Nikos Leonardos, Stefanos Leonardos, Georgios Piliouras
2019	—	`conf`	Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile. ICLR (Poster) Panayotis Mertikopoulos, Bruno Lecouat, Houssam Zenati, Chuan-Sheng Foo, Vijay Chandrasekhar, Georgios Piliouras
2019	J	`jnl`	PREStO: A Systematic Framework for Blockchain Consensus Protocols. CoRR Stefanos Leonardos, Daniël Reijsbergen, Georgios Piliouras
2019	A*	`conf`	Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2019	J	`jnl`	Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Georgios Piliouras
2019	J	`jnl`	Short-distance commuters in the smart city. CoRR Francisco Benita, Garvit Bansal, Georgios Piliouras, Bige Tunçer
2019	—	`conf`	The Unusual Effectiveness of Averaging in GAN Training. ICLR (Poster) Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar
2019	J	`jnl`	The route to chaos in routing games: Population increase drives period-doubling instability, chaos & inefficiency with Price of Anarchy equal to one. CoRR Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
2019	J	`jnl`	Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions. CoRR Yasin Yazici, Bruno Lecouat, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar
2019	A*	`conf`	Vortices Instead of Equilibria in MinMax Optimization: Chaos and Butterfly Effects of Online Learning in Zero-Sum Games. COLT Yun Kuen Cheung, Georgios Piliouras
2019	J	`jnl`	Vortices Instead of Equilibria in MinMax Optimization: Chaos and Butterfly Effects of Online Learning in Zero-Sum Games. CoRR Yun Kuen Cheung, Georgios Piliouras
2019	A	`conf`	Wealth Inequality and the Price of Anarchy. STACS Kurtulus Gemici, Elias Koutsoupias, Barnabé Monnot, Christos H. Papadimitriou, Georgios Piliouras
2019	—	`conf`	Weighted Voting on the Blockchain: Improving Consensus in Proof of Stake Protocols. IEEE ICBC Stefanos Leonardos, Daniël Reijsbergen, Georgios Piliouras
2019	J	`jnl`	Weighted Voting on the Blockchain: Improving Consensus in Proof of Stake Protocols. CoRR Stefanos Leonardos, Daniël Reijsbergen, Georgios Piliouras
2019	J	`jnl`	α-Rank: Multi-Agent Evaluation by Evolution. CoRR Shayegan Omidshafiei, Christos H. Papadimitriou, Georgios Piliouras, Karl Tuyls, Mark Rowland, Jean-Baptiste Lespiau, Wojciech M. Czarnecki, Marc Lanctot, Julien Pérolat, Rémi Munos
2018	J	`jnl`	Bifurcation Mechanism Design - From Optimal Flat Taxes to Better Cancer Treatments. Games Ger Yang, David Basanta, Georgios Piliouras
2018	A*	`conf`	Cycles in Adversarial Regularized Learning. SODA Panayotis Mertikopoulos, Christos H. Papadimitriou, Georgios Piliouras
2018	J	`jnl`	From Nash Equilibria to Chain Recurrent Sets: An Algorithmic Solution Concept for Game Theory. Entropy Christos H. Papadimitriou, Georgios Piliouras
2018	J	`jnl`	Game dynamics as the meaning of a game. SIGecom Exch. Christos H. Papadimitriou, Georgios Piliouras
2018	A	`conf`	Learning Agents in Financial Markets: Consensus Dynamics on Volatility. AAMAS Tushar Vaidya, Carlos Murguia, Georgios Piliouras
2018	A	`conf`	Learning Dynamics and the Co-Evolution of Competing Sexual Species. ITCS Georgios Piliouras, Leonard J. Schulman
2018	J	`jnl`	Mirror descent in saddle-point problems: Going the extra (gradient) mile. CoRR Panayotis Mertikopoulos, Houssam Zenati, Bruno Lecouat, Chuan-Sheng Foo, Vijay Chandrasekhar, Georgios Piliouras
2018	A*	`conf`	Multiplicative Weights Update in Zero-Sum Games. EC James P. Bailey, Georgios Piliouras
2018	—	`conf`	Rethinking Blockchain Security: Position Paper. iThings/GreenCom/CPSCom/SmartData Vincent Chia, Pieter H. Hartel, Qingze Hum, Sebastian Ma, Georgios Piliouras, Daniël Reijsbergen, Mark van Staalduinen, Pawel Szalachowski
2018	J	`jnl`	Rethinking Blockchain Security: Position Paper. CoRR Vincent Chia, Pieter H. Hartel, Qingze Hum, Sebastian Ma, Georgios Piliouras, Daniël Reijsbergen, Mark van Staalduinen, Pawel Szalachowski
2018	J	`jnl`	The Unusual Effectiveness of Averaging in GAN Training. CoRR Yasin Yazici, Chuan Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar
2018	A	`conf`	Three Body Problems in Evolutionary Game Dynamics: Convergence, Periodicity and Limit Cycles. AAMAS Sai Ganesh Nagarajan, Sameh Mohamed, Georgios Piliouras
2018	J	`jnl`	Wealth Inequality and the Price of Anarchy. CoRR Kurtulus Gemici, Elias Koutsoupias, Barnabé Monnot, Christos H. Papadimitriou, Georgios Piliouras
2017	J	`jnl`	Bifurcation Mechanism Design - From Optimal Flat Taxes to Improved Cancer Treatments. CoRR Ger Yang, Georgios Piliouras, David Basanta
2017	A*	`conf`	Bifurcation Mechanism Design - from Optimal Flat Taxes to Improved Cancer Treatments. EC Ger Yang, Georgios Piliouras, David Basanta
2017	J	`jnl`	Cycles in adversarial regularized learning. CoRR Panayotis Mertikopoulos, Christos H. Papadimitriou, Georgios Piliouras
2017	J	`jnl`	First-order Methods Almost Always Avoid Saddle Points. CoRR Jason D. Lee, Ioannis Panageas, Georgios Piliouras, Max Simchowitz, Michael I. Jordan, Benjamin Recht
2017	A	`conf`	Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions. ITCS Ioannis Panageas, Georgios Piliouras
2017	J	`jnl`	How bad is selfish routing in practice? CoRR Barnabé Monnot, Francisco Benita, Georgios Piliouras
2017	J	`jnl`	Learning Agents in Black-Scholes Financial Markets: Consensus Dynamics and Volatility Smiles. CoRR Tushar Vaidya, Carlos Murguia, Georgios Piliouras
2017	J	`jnl`	Learning Dynamics and the Co-Evolution of Competing Sexual Species. CoRR Georgios Piliouras, Leonard J. Schulman
2017	J	`jnl`	Limits and limitations of no-regret learning in games. Knowl. Eng. Rev. Barnabé Monnot, Georgios Piliouras
2017	—	`conf`	Multiplicative Weights Update with Constant Step-Size in Congestion Games: Convergence, Limit Cycles and Chaos. NIPS Gerasimos Palaiopanos, Ioannis Panageas, Georgios Piliouras
2017	J	`jnl`	Multiplicative Weights Update with Constant Step-Size in Congestion Games: Convergence, Limit Cycles and Chaos. CoRR Gerasimos Palaiopanos, Ioannis Panageas, Georgios Piliouras
2017	A	`conf`	Mutation, Sexual Reproduction and Survival in Dynamic Environments. ITCS Ruta Mehta, Ioannis Panageas, Georgios Piliouras, Prasad Tetali, Vijay V. Vazirani
2017	J	`jnl`	Routing Games in the Wild: Efficiency, Equilibration and Regret (Large-Scale Field Experiments in Singapore). CoRR Barnabé Monnot, Francisco Benita, Georgios Piliouras
2017	—	`conf`	Routing Games in the Wild: Efficiency, Equilibration and Regret - Large-Scale Field Experiments in Singapore. WINE Barnabé Monnot, Francisco Benita, Georgios Piliouras
2017	J	`jnl`	Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. CoRR Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Fang Yuan, Kim Seokhwan, Nancy F. Chen, Luis Fernando D'Haro, Anh Tuan Luu, Hongyuan Zhu, Zeng Zeng, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar
2016	J	`jnl`	Approximating Nash Equilibria in Tree Polymatrix Games. CoRR Siddharth Barman, Katrina Ligett, Georgios Piliouras
2016	A*	`conf`	Average Case Performance of Replicator Dynamics in Potential Games via Computing Regions of Attraction. EC Ioannis Panageas, Georgios Piliouras
2016	A	`conf`	From Nash Equilibria to Chain Recurrent Sets: Solution Concepts and Topology. ITCS Christos H. Papadimitriou, Georgios Piliouras
2016	J	`jnl`	Gradient Descent Converges to Minimizers: The Case of Non-Isolated Critical Points. CoRR Ioannis Panageas, Georgios Piliouras
2016	—	`conf`	Inferring Activities and Optimal Trips: Lessons From Singapore's National Science Experiment. CSDM Asia Barnabé Monnot, Erik Wilhelm, Georgios Piliouras, Yuren Zhou, Daniel Dahlmeier, Hai Yun Lu, Wang Jin
2016	J	`jnl`	Risk Sensitivity of Price of Anarchy under Uncertainty. ACM Trans. Economics and Comput. Georgios Piliouras, Evdokia Nikolova, Jeff S. Shamma
2016	A	`conf`	The Computational Complexity of Genetic Diversity. ESA Ruta Mehta, Ioannis Panageas, Georgios Piliouras, Sadra Yazdanbod
2015	B	`conf`	Approximating Nash Equilibria in Tree Polymatrix Games. SAGT Siddharth Barman, Katrina Ligett, Georgios Piliouras
2015	J	`jnl`	LP-Based Covering Games with Low Price of Anarchy. Theory Comput. Syst. Georgios Piliouras, Tomás Valla, László A. Végh
2015	A	`conf`	Natural Selection as an Inhibitor of Genetic Diversity: Multiplicative Weights Updates Algorithm and a Conjecture of Haploid Genetics [Working Paper Abstract]. ITCS Ruta Mehta, Ioannis Panageas, Georgios Piliouras
2015	J	`jnl`	The game of survival: Sexual evolution in dynamic environments. CoRR Ruta Mehta, Ioannis Panageas, Georgios Piliouras, Prasad Tetali, Vijay V. Vazirani
2014	J	`jnl`	Average Case Equilibria. CoRR Ioannis Panageas, Georgios Piliouras
2014	J	`jnl`	Natural Selection as an Inhibitor of Genetic Diversity: Multiplicative Weights Updates Algorithm and a Conjecture of Haploid Genetics. CoRR Ruta Mehta, Ioannis Panageas, Georgios Piliouras
2014	J	`jnl`	Near-Optimality in Covering Games by Exposing Global Information. ACM Trans. Economics and Comput. Maria-Florina Balcan, Sara Krehbiel, Georgios Piliouras, Jinwoo Shin
2014	A*	`conf`	Optimization Despite Chaos: Convex Relaxations to Complex Limit Sets via Poincaré Recurrence. SODA Georgios Piliouras, Jeff S. Shamma
2014	A	`conf`	Persistent patterns: multi-agent learning beyond equilibrium and utility. AAMAS Georgios Piliouras, Carlos Nieto-Granda, Henrik I. Christensen, Jeff S. Shamma
2014	J	`jnl`	The Complexity of Genetic Diversity: Sex with Two Chromosomes is Advantageous but Unpredictable. CoRR Ruta Mehta, Ioannis Panageas, Georgios Piliouras, Sadra Yazdanbod
2013	A*	`conf`	Risk sensitivity of price of anarchy under uncertainty. EC Georgios Piliouras, Evdokia Nikolova, Jeff S. Shamma
2012	—	`conf`	LP-Based Covering Games with Low Price of Anarchy. WINE Georgios Piliouras, Tomás Valla, László A. Végh
2012	J	`jnl`	LP-based Covering Games with Low Price of Anarchy CoRR Georgios Piliouras, Tomás Valla, László A. Végh
2012	—	`conf`	Minimally invasive mechanism design: Distributed covering with carefully chosen advice. CDC Maria-Florina Balcan, Sara Krehbiel, Georgios Piliouras, Jinwoo Shin
2011	J	`jnl`	Beating the best Nash without regret. SIGecom Exch. Katrina Ligett, Georgios Piliouras
2011	A	`conf`	Beyond the Nash Equilibrium Barrier. ICS Robert D. Kleinberg, Katrina Ligett, Georgios Piliouras, Éva Tardos
2011	—	`conf`	Game couplings: Learning dynamics and applications. CDC/ECC Maria-Florina Balcan, Florin Constantin, Georgios Piliouras, Jeff S. Shamma
2011	J	`jnl`	Load balancing without regret in the bulletin board model. Distributed Comput. Robert Kleinberg, Georgios Piliouras, Éva Tardos
2011	J	`jnl`	Near Optimality in Covering and Packing Games by Exposing Global Information CoRR Maria-Florina Balcan, Sara Krehbiel, Georgios Piliouras, Jinwoo Shin
2010	—	`—`	A learning theoretic approach to algorithmic game theory. Georgios Piliouras
2010	—	`conf`	Coalition Formation and Price of Anarchy in Cournot Oligopolies. WINE Nicole Immorlica, Evangelos Markakis, Georgios Piliouras
2010	B	`conf`	No Regret Learning in Oligopolies: Cournot vs. Bertrand. SAGT Uri Nadav, Georgios Piliouras
2009	A*	`conf`	Load balancing without regret in the bulletin board model. PODC Robert D. Kleinberg, Georgios Piliouras, Éva Tardos
2009	A*	`conf`	Multiplicative updates outperform generic no-regret learning in congestion games: extended abstract. STOC Robert Kleinberg, Georgios Piliouras, Éva Tardos