Panayotis Mertikopoulos
3
Documents
Présentation
I am a principal researcher at the French National Center for Scientific Research (CNRS), where I am a member of the Inria/LIG research team POLARIS. My research interests are somewhat eclectic, and they span the interface of game theory, learning and optimization, with a special view towards their applications to machine learning, operations research, and network theory. I’m especially interested in the long-run behavior of game-theoretic learning and optimization algorithms and dynamics – whether they converge, at what speed, and/or what type of non-stationary, off-equilibrium behaviors may arise when they do not.
Publications
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Learning in nonatomic games, Part I: Finite action spaces and population gamesJournal of Dynamics and Games, 2022, 9 (4), pp.433-460. ⟨10.3934/jdg.2022018⟩
Article dans une revue
hal-03342992v1
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Inertial Game Dynamics and Applications to Constrained OptimizationSIAM Journal on Control and Optimization, 2015, 53 (5), ⟨10.1137/130920253⟩
Article dans une revue
hal-01483807v1
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Higher Order Game DynamicsJournal of Economic Theory, 2013, 148 (6), pp.2666-2695
Article dans une revue
hal-01382303v1
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