J. Abernethy, P. L. Bartlett, A. Rakhlin, and A. Tewari, Optimal strategies and minimax lower bounds for online convex games, COLT '08: Proceedings of the 21st Annual Conference on Learning Theory, 2008.

A. Agarwal, O. Dekel, and L. Xiao, Optimal algorithms for online convex optimization with multi-point bandit feedback, COLT '10: Proceedings of the 23rd Annual Conference on Learning Theory, 2010.

E. Akin, Domination or equilibrium, Mathematical Biosciences, vol.50, issue.3-4, pp.239-250, 1980.

F. Alvarez, J. Bolte, and O. Brahic, Hessian Riemannian gradient flows in convex programming, SIAM Journal on Control and Optimization, vol.43, issue.2, pp.477-501, 2004.
URL : https://hal.archives-ouvertes.fr/hal-01928141

T. Wilbur and A. , An Introduction to Multivariate Statistical analysis, 2003.

S. Arora, E. Hazan, and S. Kale, The multiplicative weights update method: A meta-algorithm and applications, Theory of Computing, vol.8, pp.121-164, 2012.

P. Auer, N. Cesa-bianchi, Y. Freund, and R. E. Schapire, Gambling in a rigged casino: The adversarial multi-armed bandit problem, Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995.

R. J. Aumann, Subjectivity and correlation in randomized strategies, Journal of Mathematical Economics, vol.1, issue.1, pp.67-96, 1974.

R. J. Aumann, Correlated equilibrium as an expression of Baeysian rationality. Econometrica, vol.55, pp.1-18, 1987.

D. Balduzzi, S. Racaniere, J. Martens, J. Foerster, K. Tuyls et al., The mechanics of n-player differentiable games, ICML '18: Proceedings of the 35th International Conference on Machine Learning, 2018.

H. Heinz, P. L. Bauschke, and . Combettes, Convex Analysis and Monotone Operator Theory in Hilbert Spaces, 2017.

A. Beck and M. Teboulle, Mirror descent and nonlinear projected subgradient methods for convex optimization, Operations Research Letters, vol.31, issue.3, pp.167-175, 2003.

E. , V. Belmega, P. Mertikopoulos, R. Negrel, and L. Sanguinetti, Online convex optimization and no-regret learning: Algorithms, guarantees and applications, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01891562

M. Benaïm, Dynamics of stochastic approximation algorithms, Séminaire de Probabilités XXXIII, vol.1709, pp.1-68, 1999.

M. Benaïm and M. W. Hirsch, Asymptotic pseudotrajectories and chain recurrent flows, with applications, Journal of Dynamics and Differential Equations, vol.8, issue.1, pp.141-176, 1996.

M. Benaïm, J. Hofbauer, and S. Sorin, Stochastic approximations and differential inclusions, SIAM Journal on Control and Optimization, vol.44, issue.1, pp.328-348, 2005.

D. P. Bertsekas and R. Gallager, Data Networks, 1992.

D. P. Bertsekas and J. N. , Tsitsiklis. Parallel and Distributed Computation: Numerical Methods. Athena Scientific, 2015.

D. Blackwell, An analog of the minimax theorem for vector payoffs, Pacific Journal of Mathematics, vol.6, pp.1-8, 1956.

A. Blum and Y. Mansour, Learning, regret minimization, and equilibria, Algorithmic Game Theory, 2007.

J. Bolte and M. Teboulle, Barrier operators and associated gradient-like dynamical systems for constrained minimization problems, SIAM Journal on Control and Optimization, vol.42, issue.4, pp.1266-1292, 2003.

S. Vivek and . Borkar, Stochastic Approximation: A Dynamical Systems Viewpoint, 2008.

L. Bottou, Online learning and stochastic approximations, vol.17, p.142, 1998.

M. Bravo, An adjusted payoff-based procedure for normal form games, Mathematics of Operations Research, vol.41, issue.4, pp.1469-1483, 2016.
URL : https://hal.archives-ouvertes.fr/hal-00603852

M. Bravo and P. Mertikopoulos, On the robustness of learning in games with stochastically perturbed payoff observations, Games and Economic Behavior, vol.103, pp.41-66, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01098494

M. Bravo, D. S. Leslie, and P. Mertikopoulos, Bandit learning in concave N-person games, NIPS '18: Proceedings of the 32nd International Conference on Neural Information Processing Systems, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01891523

L. M. Bregman, The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programming, USSR Computational Mathematics and Mathematical Physics, vol.7, issue.3, pp.200-217, 1967.

A. William-brian, Inductive reasoning and bounded rationality (the El Farol problem), American Economic Review, vol.84, issue.2, pp.406-411, 1994.

G. W. Brown, Iterative solutions of games by fictitious play, Activity Analysis of Productions and Allocation, pp.374-376, 1951.

S. Bubeck and N. Cesa-bianchi, Regret analysis of stochastic and nonstochastic multi-armed bandit problems. Foundations and Trends in Machine Learning, vol.5, pp.1-122, 2012.

S. Bubeck and R. Eldan, Multi-scale exploration of convex functions and bandit convex optimization, COLT '16: Proceedings of the 29th Annual Conference on Learning Theory, 2016.

S. Bubeck and R. Eldan, Kernel-based methods for bandit convex optimization, STOC '17: Proceedings of the 49th annual ACM SIGACT symposium on the Theory of Computing, 2017.

A. Cabrales, Stochastic replicator dynamics, International Economic Review, vol.41, issue.2, pp.451-81, 2000.

O. Candogan, I. Menache, A. Ozdaglar, and P. A. Parrilo, Flows and decompositions of games: harmonic and potential games, Mathematics of Operations Research, vol.36, issue.3, pp.474-503, 2011.

N. Cesa, -. Bianchi, and G. Lugosi, Prediction, Learning, and Games, 2006.

N. Cesa-bianchi, G. Lugosi, and G. Stoltz, Regret minimization under partial monitoring, Mathematics of Operations Research, vol.31, issue.3, pp.562-580, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00007538

G. Chen and M. Teboulle, Convergence analysis of a proximal-like minimization algorithm using Bregman functions, SIAM Journal on Optimization, vol.3, issue.3, pp.538-543, 1993.

R. S. Cheng and S. Verdú, Gaussian multiaccess channels with ISI: capacity region and multiuser water-filling, IEEE Trans. Inf. Theory, vol.39, issue.3, pp.773-785, 1993.

J. Cohen, A. Héliou, and P. Mertikopoulos, Learning with bandit feedback in potential games, NIPS '17: Proceedings of the 31st International Conference on Neural Information Processing Systems, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643352

J. Cohen, A. Héliou, and P. Mertikopoulos, Hedging under uncertainty: Regret minimization meets exponentially fast convergence, SAGT '17: Proceedings of the 10th International Symposium on Algorithmic Game Theory, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01382290

R. Cominetti, E. Melo, and S. Sorin, A payoff-based learning procedure and its application to traffic games, Games and Economic Behavior, vol.70, issue.1, pp.71-83, 2010.

P. Coucheney, B. Gaujal, and P. Mertikopoulos, Penalty-regulated dynamics and robust learning procedures in games, Mathematics of Operations Research, vol.40, issue.3, pp.611-633, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01235243

C. Daskalakis, The complexity of Nash equilibria, 2008.

C. Daskalakis, P. W. Goldberg, and C. H. Papadimitriou, The complexity of computing a Nash equilibrium, STOC '06: Proceedings of the 38th annual ACM symposium on the Theory of Computing, 2006.

C. Daskalakis, P. W. Goldberg, and C. H. Papadimitriou, The complexity of computing a Nash equilibrium, SIAM Journal on Computing, vol.39, issue.1, pp.195-259, 2009.

C. Daskalakis, P. W. Goldberg, and C. H. Papadimitriou, The complexity of computing a Nash equilibrium, Communications of the ACM, vol.52, issue.2, pp.89-97, 2009.

A. M. Davie and A. J. Stothers, Improved bound for complexity of matrix multiplication, Proceedings of the Royal Society of Edinburgh, Section A: Mathematics, vol.143, issue.2, pp.351-369, 2013.

G. Debreu, A social equilibrium existence theorem, Proceedings of the National Academy of Sciences of the USA, vol.38, pp.886-893, 1952.

, Econometrica, vol.40, issue.4, pp.603-615, 1972.

F. Facchinei and J. Pang, Finite-Dimensional Variational Inequalities and Complementarity Problems. Springer Series in Operations Research, 2003.

A. D. Flaxman, A. T. Kalai, and H. B. Mcmahan, Online convex optimization in the bandit setting: gradient descent without a gradient, SODA '05: Proceedings of the 16th annual ACM-SIAM Symposium on Discrete Algorithms, pp.385-394, 2005.

D. Friedman, Evolutionary games in economics, Econometrica, vol.59, issue.3, pp.637-666, 1991.

D. Fudenberg and C. Harris, Evolutionary dynamics with aggregate shocks, Journal of Economic Theory, vol.57, issue.2, pp.420-441, 1992.

D. Fudenberg and D. K. Levine, Consistency and cautious fictitious play, Journal of Economic Dynamics and Control, vol.19, issue.5-7, pp.1065-1089, 1995.

I. Gilboa and A. Matsui, Social stability and equilibrium, Econometrica, vol.59, issue.3, pp.859-867, 1991.
URL : https://hal.archives-ouvertes.fr/hal-00753235

I. J. Goodfellow, J. Pouget-abadie, M. Mirza, B. Xu, D. Warde-farley et al., Generative adversarial nets, NIPS '14: Proceedings of the 27th International Conference on Neural Information Processing Systems, 2014.

J. Hannan, Approximation to Bayes risk in repeated play, Contributions to the Theory of Games, vol.III, pp.97-139, 1957.

M. Harper, Escort evolutionary game theory, Physica D: Nonlinear Phenomena, vol.240, issue.18, pp.1411-1415, 2011.

J. Charles and H. , Oddness of the number of equilibrium points: a new proof. International Journal of Game Theory, vol.2, pp.235-250, 1973.

S. Hart and A. Mas-colell, A simple adaptive procedure leading to correlated equilibrium, Econometrica, vol.68, issue.5, pp.1127-1150, 2000.

S. Hart and A. Mas-colell, A reinforcement procedure leading to correlated equilibrium, Economic Essays, pp.181-200, 2001.

S. Hart and A. Mas-colell, Uncoupled dynamics do not lead to Nash equilibrium, American Economic Review, vol.93, issue.5, pp.1830-1836, 2003.

E. Hazan, A. Agarwal, and S. Kale, Logarithmic regret algorithms for online convex optimization, Machine Learning, vol.69, pp.169-192, 2007.

J. Hofbauer and L. A. Imhof, Time averages, recurrence and transience in the stochastic replicator dynamics, The Annals of Applied Probability, vol.19, issue.4, pp.1347-1368, 2009.

J. Hofbauer and W. H. Sandholm, Stable games and their dynamics, Journal of Economic Theory, vol.144, issue.4, pp.1665-1693, 2009.

J. Hofbauer and K. Sigmund, Adaptive dynamics and evolutionary stability, Applied Mathematics Letters, vol.3, pp.75-79, 1990.

J. Hofbauer and K. Sigmund, Evolutionary Games and Population Dynamics, 1998.

J. Hofbauer, P. Schuster, and K. Sigmund, A note on evolutionarily stable strategies and game dynamics, Journal of Theoretical Biology, vol.81, issue.3, pp.609-612, 1979.

J. Hofbauer, Sylvain Sorin, and Yannick Viossat. Time average replicator and best reply dynamics. Mathematics of Operations Research, vol.34, pp.263-269, 2009.

E. Hopkins, Learning, matching, and aggregation, Games and Economic Behavior, vol.26, pp.79-110, 1999.

A. Lorens and . Imhof, The long-run behavior of the stochastic replicator dynamics, The Annals of Applied Probability, vol.15, issue.1B, pp.1019-1045, 2005.

J. Jose, A. Ashikhmin, T. L. Marzetta, and S. Vishwanath, Pilot contamination and precoding in multi-cell TDD systems, IEEE Trans. Wireless Commun, vol.10, issue.8, pp.2640-2651, 2011.

A. Juditsky, C. Arkadi-semen-nemirovski, and . Tauvel, Solving variational inequalities with stochastic mirror-prox algorithm, Stochastic Systems, vol.1, issue.1, pp.17-58, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00318043

I. Karatzas and S. E. Shreve, Brownian Motion and Stochastic Calculus, 1998.

P. Frank, A. K. Kelly, D. K. Maulloo, and . Tan, Rate control for communication networks: shadow prices, proportional fairness and stability, Journal of the Operational Research Society, vol.49, issue.3, pp.237-252, 1998.

Z. Rafail and . Khasminskii, Stochastic Stability of Differential Equations. Number 66 in Stochastic Modelling and Applied Probability, 2012.

C. Krzysztof and . Kiwiel, Free-steering relaxation methods for problems with strictly convex costs and linear constraints, Mathematics of Operations Research, vol.22, issue.2, pp.326-349, 1997.

R. Kleinberg, Georgios Piliouras, and Éva Tardos. Load balancing without regret in the bulletin board model. Distributed Computing, vol.24, pp.21-29, 2011.

R. D. Kleinberg, Nearly tight bounds for the continuum-armed bandit problem, NIPS' 04: Proceedings of the 18th Annual Conference on Neural Information Processing Systems, 2004.

J. Kwon and P. Mertikopoulos, A continuous-time approach to online optimization, Journal of Dynamics and Games, vol.4, issue.2, pp.125-148, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01382299

R. Lahkar and W. H. Sandholm, The projection dynamic and the geometry of population games, Games and Economic Behavior, vol.64, pp.565-590, 2008.

R. Laraki and P. Mertikopoulos, Higher order game dynamics, Journal of Economic Theory, vol.148, issue.6, pp.2666-2695, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01382303

R. Laraki, J. Renault, and S. Sorin, Mathematical Foundations of Game Theory, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02296616

D. S. Leslie and E. J. Collins, Individual Q-learning in normal form games, SIAM Journal on Control and Optimization, vol.44, issue.2, pp.495-514, 2005.

N. Littlestone and M. K. Warmuth, The weighted majority algorithm. Information and Computation, vol.108, pp.212-261, 1994.

L. Ljung, Strong convergence of a stochastic approximation algorithm, Annals of Statistics, vol.6, issue.3, pp.680-696, 1978.

J. R. Marden and J. S. Shamma, Game theory and distributed control, Handbook of Game Theory, vol.4, pp.861-899, 2015.

J. M. Smith and G. R. Price, The logic of animal conflict, Nature, vol.246, pp.15-18, 1973.

R. Mehta, I. Panageas, and G. Piliouras, Natural selection as an inhibitor of genetic diversity: Multiplicative weights updates algorithm and a conjecture of haploid genetics, ITCS '15: Proceedings of the 6th Conference on Innovations in Theoretical Computer Science, 2015.

P. Mertikopoulos and A. L. Moustakas, The emergence of rational behavior in the presence of stochastic perturbations, The Annals of Applied Probability, vol.20, issue.4, pp.1359-1388, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01382306

P. Mertikopoulos and A. L. Moustakas, Learning in an uncertain world: MIMO covariance matrix optimization with imperfect feedback, IEEE Trans. Signal Process, vol.64, issue.1, pp.5-18, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382278

P. Mertikopoulos and W. H. Sandholm, Learning in games via reinforcement and regularization, Mathematics of Operations Research, vol.41, issue.4, pp.1297-1324, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01073491

P. Mertikopoulos and W. H. Sandholm, Riemannian game dynamics, Journal of Economic Theory, vol.177, pp.315-364, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01382281

P. Mertikopoulos and M. Staudigl, Convergence to Nash equilibrium in continuous games with noisy first-order feedback, CDC '17: Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643347

P. Mertikopoulos and M. Staudigl, On the convergence of gradient-like flows with noisy gradient input, SIAM Journal on Optimization, vol.28, issue.1, pp.163-197, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01404586

P. Mertikopoulos and Y. Viossat, Imitation dynamics with payoff shocks, International Journal of Game Theory, vol.45, issue.1-2, pp.291-320, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01099014

P. Mertikopoulos and Z. Zhou, Learning in games with continuous action sets and unknown payoff functions, Mathematical Programming, vol.173, issue.1-2, pp.465-507, 2019.

E. V. Panayotis-mertikopoulos, A. L. Belmega, and . Moustakas, Matrix exponential learning: Distributed optimization in MIMO systems, ISIT '12: Proceedings of the 2012 IEEE International Symposium on Information Theory, pp.3028-3032, 2012.

E. V. Panayotis-mertikopoulos, A. L. Belmega, S. Moustakas, and . Lasaulce, Distributed learning policies for power allocation in multiple access channels, IEEE J. Sel. Areas Commun, vol.30, issue.1, pp.96-106, 2012.

E. V. Panayotis-mertikopoulos, R. Belmega, L. Negrel, and . Sanguinetti, Distributed stochastic optimization via matrix exponential learning, IEEE Trans. Signal Process, vol.65, issue.9, pp.2277-2290, 2017.

P. Mertikopoulos, C. H. Papadimitriou, and G. Piliouras, Cycles in adversarial regularized learning, SODA '18: Proceedings of the 29th annual ACM-SIAM Symposium on Discrete Algorithms, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01643338

P. Mertikopoulos, B. Lecouat, H. Zenati, C. Foo, V. Chandrasekhar et al., Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile, ICLR '19: Proceedings of the 2019 International Conference on Learning Representations, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02111937

D. Monderer and L. S. Shapley, Potential games, Games and Economic Behavior, vol.14, issue.1, pp.124-143, 1996.

H. Moulin and J. Vial, Strategically zero-sum games: The class of games whose completely mixed equilibria cannot be improved upon, International Journal of Game Theory, vol.7, pp.201-221, 1978.

J. H. Nachbar, Evolutionary selection dynamics in games, International Journal of Game Theory, vol.19, pp.59-89, 1990.

A. Nagurney and D. Zhang, Projected dynamical systems in the formulation, stability analysis, and computation of fixed demand traffic network equilibria, Transportation Science, vol.31, pp.147-158, 1997.

J. F. Nash, Non-cooperative games, The Annals of Mathematics, vol.54, issue.2, pp.286-295, 1951.

D. Arkadi-semen-nemirovski and . Berkovich-yudin, Problem Complexity and Method Efficiency in Optimization, 1983.

A. Arkadi-semen-nemirovski, G. Juditsky, A. Lan, and . Shapiro, Robust stochastic approximation approach to stochastic programming, SIAM Journal on Optimization, vol.19, issue.4, pp.1574-1609, 2009.

Y. Nesterov, Dual extrapolation and its applications to solving variational inequalities and related problems, Mathematical Programming, vol.109, issue.2, pp.319-344, 2007.

Y. Nesterov, Primal-dual subgradient methods for convex problems, Mathematical Programming, vol.120, issue.1, pp.221-259, 2009.

H. Nikaido and K. Isoda, Note on non-cooperative convex games, Pacific Journal of Mathematics, vol.5, pp.807-815, 1955.

N. Nisan, T. Roughgarden, É. Tardos, and V. V. Vazirani, Algorithmic Game Theory, 2007.

A. B. Novikoff, On convergence proofs on perceptrons, Proceedings of the Symposium on the Mathematical Theory of Automata, vol.12, pp.615-622, 1962.

A. Orda, R. Rom, and N. Shimkin, Competitive routing in multi-user communication networks, IEEE/ACM Trans. Netw, vol.1, issue.5, pp.614-627, 1993.

P. Boris-teodorovich, Introduction to Optimization. Optimization Software, 1987.

B. Teodorovich-polyak and A. Juditsky, Acceleration of stochastic approximation by averaging, SIAM Journal on Control and Optimization, vol.30, issue.4, pp.838-855, 1992.

M. Raginsky and J. Bouvrie, Continuous-time stochastic mirror descent on a network: Variance reduction, consensus, convergence, CDC '13: Proceedings of the 52nd IEEE Annual Conference on Decision and Control, 2013.

H. Robbins, Some aspects of the sequential design of experiments, Bulletin of the American Mathematical Society, vol.58, issue.5, pp.527-535, 1952.

H. Robbins and S. Monro, A stochastic approximation method, Annals of Mathematical Statistics, vol.22, pp.400-407, 1951.

J. Robinson, An iterative method for solving a game, Annals of Mathematics, vol.54, pp.296-301, 1951.

J. B. Rosen, Existence and uniqueness of equilibrium points for concave N-person games, Econometrica, vol.33, issue.3, pp.520-534, 1965.

H. Harry-rosenbrock, An automatic method for finding the greatest or least value of a function, Computer Journal, vol.3, issue.3, pp.175-184, 1960.

R. W. Rosenthal, A class of games possessing pure-strategy Nash equilibria, International Journal of Game Theory, vol.2, pp.65-67, 1973.

T. Roughgarden, Selfish Routing and the Price of Anarchy, 2005.

A. Rustichini, Optimal properties of stimulus-response learning models, Games and Economic Behavior, vol.29, issue.1-2, pp.244-273, 1999.

L. Samuelson and J. Zhang, Evolutionary stability in asymmetric games, Journal of Economic Theory, vol.57, pp.363-391, 1992.

H. William and . Sandholm, Potential games with continuous player sets, Journal of Economic Theory, vol.97, pp.81-108, 2001.

H. William and . Sandholm, Population Games and Evolutionary Dynamics, 2010.

H. William and . Sandholm, Population games and deterministic evolutionary dynamics, Handbook of Game Theory IV, pp.703-778, 2015.

H. William and . Sandholm, Emin Dokumac?, and Ratul Lahkar. The projection dynamic and the replicator dynamic, Games and Economic Behavior, vol.64, pp.666-683, 2008.

G. Scutari, D. P. Palomar, and S. Barbarossa, Simultaneous iterative water-filling for Gaussian frequency-selective interference channels, ISIT '06: Proceedings of the 2006 International Symposium on Information Theory, 2006.

G. Scutari, D. P. Palomar, and S. Barbarossa, The MIMO iterative waterfilling algorithm, IEEE Trans. Signal Process, vol.57, issue.5, pp.1917-1935, 2009.

G. Scutari, F. Facchinei, D. P. Palomar, and J. Pang, Convex optimization, game theory, and variational inequality theory in multiuser communication systems, IEEE Signal Process. Mag, vol.27, issue.3, pp.35-49, 2010.

S. Shalev-shwartz, Online learning: Theory, algorithms, and applications, 2007.

S. Shalev-shwartz, Online learning and online convex optimization. Foundations and Trends in Machine Learning, vol.4, pp.107-194, 2011.

S. Shalev, -. Shwartz, and Y. Singer, Convex repeated games and Fenchel duality, Advances in Neural Information Processing Systems, vol.19, pp.1265-1272, 2007.

O. Shamir, On the complexity of bandit and derivative-free stochastic convex optimization, COLT '13: Proceedings of the 26th Annual Conference on Learning Theory, 2013.

. Sylvain-sorin, Exponential weight algorithm in continuous time, vol.116, pp.513-528, 2009.

S. Sorin and C. Wan, Finite composite games: Equilibria and dynamics, Journal of Dynamics and Games, vol.3, issue.1, pp.101-120, 2016.

J. C. Spall, A one-measurement form of simultaneous perturbation stochastic approximation, Automatica, vol.33, issue.1, pp.109-112, 1997.

P. D. Taylor, Evolutionarily stable strategies with two types of player, Journal of Applied Probability, vol.16, issue.1, pp.76-83, 1979.

D. Peter, L. B. Taylor, and . Jonker, Evolutionary stable strategies and game dynamics, Mathematical Biosciences, vol.40, issue.1-2, pp.145-156, 1978.

I. E. Telatar, Capacity of multi-antenna Gaussian channels, European Transactions on Telecommunications and Related Technologies, vol.10, issue.6, pp.585-596, 1999.

J. N. Tsitsiklis, D. P. Bertsekas, and M. Athans, Distributed asynchronous deterministic and stochastic gradient optimization algorithms, IEEE Trans. Autom. Control, vol.31, issue.9, pp.803-812, 1986.

G. Tullock, Toward a theory of the rent-seeking society, 1980.

L. Vigneri, G. Paschos, and P. Mertikopoulos, Large-scale network utility maximization: Countering exponential growth with exponentiated gradients, INFOCOM '19: Proceedings of the 38th IEEE International Conference on Computer Communications, 2019.

Y. Viossat and A. Zapechelnyuk, No-regret dynamics and fictitious play, Journal of Economic Theory, vol.148, issue.2, pp.825-842, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00713871

. John-von-neumann, On the Theory of Games of Strategy, Contributions to the Theory of Games IV, vol.100, pp.13-42, 1928.

V. G. Vovk, Aggregating strategies, COLT '90: Proceedings of the 3rd Workshop on Computational Learning Theory, pp.371-383, 1990.

W. Jörgen and . Weibull, Evolutionary Game Theory, 1995.

W. Yu, W. Rhee, S. Boyd, and J. M. Cioffi, Iterative water-filling for Gaussian vector multiple-access channels, IEEE Trans. Inf. Theory, vol.50, issue.1, pp.145-152, 2004.

Z. Zhou, P. Mertikopoulos, N. Bambos, S. Boyd, and P. W. Glynn, Stochastic mirror descent for variationally coherent optimization problems, NIPS '17: Proceedings of the 31st International Conference on Neural Information Processing Systems, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643342

Z. Zhou, P. Mertikopoulos, N. Bambos, P. W. Glynn, and Y. Ye, Distributed stochastic optimization with large delays, Under review, 2018.

Z. Zhou, P. Mertikopoulos, N. Bambos, P. W. Glynn, Y. Ye et al., Distributed asynchronous optimization with unbounded delays: How slow can you go?, ICML '18: Proceedings of the 35th International Conference on Machine Learning, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01891449

Z. Zhou, P. Mertikopoulos, N. Bambos, S. Boyd, and P. W. Glynn, On the convergence of mirror descent beyond stochastic convex programming, SIAM Journal on Optimization

M. Zinkevich, Coordination activities 2017-present Coordinator of the working group on learning (WG2) of the European Network for Game Theory (EU COST action GAMENET). I am also part of the action's core group, ICML '03: Proceedings of the 20th International Conference on Machine Learning, pp.928-936, 2003.

, This group coordinates the activities of the SMAI in the areas of decision sciences, optimization, and game theory. 2011-present Graduate students liaison (chargé de mission doctorants) for the Laboratoire d'Informatique de Grenoble. I am acting as the official ombudsperson for graduate students, and I am organizing every year the PhD welcome day for new graduate students, and LIG's, Member of the steering committee (comité de liaison) of the optimization and decision theory group of the French Society for Industrial and Applied Mathematics (SMAI)

I. Colt, . Neurips, and .. Soda,

, Conference organization, 2019.

, Twenty years of the Price of Anarchy, 2018.

, General co-chair of the French Days on Optimization and Decision Science, Paris Symposium on Game, 2018.

, Workshop on "Games, Dynamics and Optimization, 2016.

, Organizer of the mini-symposium "Games, Learning and Applications" at the 2015 SMAI congress 2014 Program co-chair of the 12th Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks 2013 General co-chair of the 2013 Intl. Workshop on Algorithmic Game Theory 2013 Publications chair of the 11th Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2018.

A. Salim and . Paristech, Random monotone operators and application to stochastic optimization, 2014.
URL : https://hal.archives-ouvertes.fr/tel-01960496

T. Seregina, Applications of game theory to distributed routing and delay-tolerant networking" research supervision and teaching Post-docs ? Olivier Bilenne (2018-present) Topic: online optimization for MIMO

H. ?-amélie, Topic: scalable routing algorithms, 2017.

L. Vigneri, 2018) Topic: scalable latency minimization, 2017.

S. ?-ioannis, Topic: game theory for MIMO systems, ANR NETLEARN, 2014.

A. ?-nof, Topic: dynamic spectrum access, 2014.

, Traffic in congested networks: Equilibrium, efficiency, and dynamics, 2018.

A. Vienna, Convergence and non-convergence in game-theoretic learning, Google Inc. Mountain View, 2017.

F. Paris, 2017 Emergent and Self-Adaptive Systems Workshop panel Lancaster, UK "Design and validation of future computer systems: Theory and practice, GDR ISIS workshop on Game Theory and Learning, 2017.

, On the convergence of gradient flows with noisy gradient input, Stochastic Methods in Game Theory, 2016.

F. Paris, Learning in games with continuous action spaces, 2016.

C. Luiss-guido, Game-theoretic learning with noisy first-order input, 2016.

, Learning in concave games, 2016.

F. Grenoble, Game theory, learning, and cognitive radio, ADGO 2016 -Algorithms and Dynamics for Games and Optimization, 2016.

R. I. Bo?, P. Mertikopoulos, M. Staudigl, and P. T. Vuong, Forward-backward-forward methods with variance reduction for stochastic variational inequalities, 2019.

Z. Zhou, P. Mertikopoulos, N. Bambos, P. W. Glynn, and Y. Ye, Distributed stochastic optimization with large delays, Under review, 2018.

B. Duvocelle, P. Mertikopoulos, M. Staudigl, and D. Vermeulen, Learning in time-varying games, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01891545

Z. Zhou, P. Mertikopoulos, N. Bambos, P. W. Glynn, and C. Tomlin, Multi-agent online learning with imperfect information, Under review, 2018.

E. V. Belmega, P. Mertikopoulos, R. Negrel, and L. Sanguinetti, Online convex optimization and no-regret learning: Algorithms, guarantees and applications, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01891562

I. Stiakogiannakis, P. Mertikopoulos, and C. Touati, Power control via online learning in non-stationary MIMO networks, 2018.

P. Mertikopoulos, A. L. Moustakas, and A. Tzanakaki, Boltzmann meets Nash: Energyefficient routing in optical networks under uncertainty, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382287

Z. Zhou, P. Mertikopoulos, N. Bambos, S. Boyd, and P. W. Glynn, On the convergence of mirror descent beyond stochastic convex programming, SIAM Journal on Optimization

R. Colini-baldeschi, R. Cominetti, P. Mertikopoulos, and M. Scarsini, When is selfish routing bad? The price of anarchy in light and heavy traffic, Operations Research
URL : https://hal.archives-ouvertes.fr/hal-01891558

Z. Zhou, P. Mertikopoulos, A. L. Moustakas, N. Bambos, and P. W. Glynn, Robust power management via learning and game design, Operations Research
URL : https://hal.archives-ouvertes.fr/hal-01643340

I. M. Bomze, P. Mertikopoulos, W. Schachinger, and M. Staudigl, Hessian barrier algorithms for linearly constrained optimization problems, SIAM Journal on Optimization, vol.29, pp.2100-2127, 2019.

A. Marcastel, E. V. Belmega, P. Mertikopoulos, and I. Fijalkow, Online power optimization in feedback-limited, dynamic and unpredictable IoT networks, IEEE Trans. Signal Process, vol.67, pp.2987-3000, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02189523

P. Mertikopoulos and Z. Zhou, Learning in games with continuous action sets and unknown payoff functions, Mathematical Programming, vol.173, pp.465-507, 2019.

P. Mertikopoulos and M. Staudigl, Stochastic mirror descent dynamics and their convergence in monotone variational inequalities, Journal of Optimization Theory and Applications, vol.179, pp.838-867, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01643343

P. Mertikopoulos and W. H. Sandholm, Riemannian game dynamics, Journal of Economic Theory, vol.177, pp.315-364, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01382281

P. Mertikopoulos and M. Staudigl, On the convergence of gradient-like flows with noisy gradient input, SIAM Journal on Optimization, vol.28, pp.163-197, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01404586

P. Mertikopoulos, E. V. Belmega, R. Negrel, and L. Sanguinetti, Distributed stochastic optimization via matrix exponential learning, IEEE Trans. Signal Process, vol.65, pp.2277-2290, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01382285

J. Kwon and P. Mertikopoulos, A continuous-time approach to online optimization, Journal of Dynamics and Games, vol.4, pp.125-148, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01382299

S. Oro, L. Galluccio, P. Mertikopoulos, G. Morabito, and S. Palazzo, Auction-based resource allocation in OpenFlow multi-tenant networks, Computer Networks, vol.115, pp.29-41, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643348

A. S. Shafigh, P. Mertikopoulos, S. Glisic, and Y. M. Fang, Semi-cognitive radio networks: A novel dynamic spectrum sharing mechanism, IEEE Trans. on Cogn. Commun. Netw, vol.3, pp.97-111, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643344

S. Perkins, P. Mertikopoulos, and D. S. Leslie, Mixed-strategy learning with continuous action sets, IEEE Trans. Autom. Control, vol.62, pp.379-384, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01382280

P. Mertikopoulos and W. H. Sandholm, Learning in games via reinforcement and regularization, Mathematics of Operations Research, vol.41, pp.1297-1324, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01073491

A. L. Moustakas, P. Mertikopoulos, and N. Bambos, Power optimization in random wireless networks, IEEE Trans. Inf. Theory, vol.62, pp.5030-5058, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382277

B. Gaujal and P. Mertikopoulos, A stochastic approximation algorithm for stochastic semidefinite programming, Probability in the Engineering and Informational Sciences, vol.30, pp.431-454, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382288

P. Mertikopoulos and E. V. Belmega, Learning to be green: Robust energy efficiency maximization in dynamic MIMO-OFDM systems, IEEE J. Sel. Areas Commun, vol.34, pp.743-757, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382276

P. Mertikopoulos and Y. Viossat, Imitation dynamics with payoff shocks, International Journal of Game Theory, vol.45, pp.291-320, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01099014

P. Mertikopoulos and A. L. Moustakas, Learning in an uncertain world: MIMO covariance matrix optimization with imperfect feedback, IEEE Trans. Signal Process, vol.64, pp.5-18, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382278

S. Oro, P. Mertikopoulos, A. L. Moustakas, and S. Palazzo, Interference-based pricing for opportunistic multi-carrier cognitive radio systems, IEEE Trans. Wireless Commun, vol.14, pp.6536-6549, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01382291

R. Laraki and P. Mertikopoulos, Inertial game dynamics and applications to constrained optimization, SIAM Journal on Control and Optimization, vol.53, pp.3141-3170, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01382295

G. Bacci, E. V. Belmega, P. Mertikopoulos, and L. Sanguinetti, Energy-aware competitive power allocation for heterogeneous networks under QoS constraints, IEEE Trans. Wireless Commun, vol.14, pp.4728-4742, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01382296

P. Coucheney, B. Gaujal, and P. Mertikopoulos, Penalty-regulated dynamics and robust learning procedures in games, Mathematics of Operations Research, vol.40, pp.611-633, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01235243

P. Mertikopoulos and E. V. Belmega, Transmit without regrets: online optimization in MIMO-OFDM cognitive radio systems, IEEE J. Sel. Areas Commun, vol.32, pp.1987-1999, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01073500

R. Laraki and P. Mertikopoulos, Higher order game dynamics, Journal of Economic Theory, vol.148, pp.2666-2695, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01382303

P. Mertikopoulos, E. V. Belmega, A. L. Moustakas, and S. Lasaulce, Distributed learning policies for power allocation in multiple access channels, IEEE J. Sel. Areas Commun, vol.30, pp.96-106, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00648840

C. Pawlowitsch, P. Mertikopoulos, and N. Ritt, Neutral stability, drift, and the diversification of languages, Journal of Theoretical Biology, vol.287, pp.1-12, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00730286

P. Kazakopoulos, P. Mertikopoulos, A. L. Moustakas, and G. Caire, Living at the edge: a large deviations approach to the outage MIMO capacity, IEEE Trans. Inf. Theory, vol.57, pp.1984-2007, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00788778

P. Mertikopoulos and A. L. Moustakas, The emergence of rational behavior in the presence of stochastic perturbations, The Annals of Applied Probability, vol.20, pp.1359-1388, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01382306

P. Mertikopoulos and A. L. Moustakas, Correlated anarchy in overlapping wireless networks, IEEE J. Sel. Areas Commun, vol.26, pp.1160-1169, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01382311

K. Antonakopoulos, E. V. Belmega, and P. Mertikopoulos, Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach, ICLR '20: Proceedings of the 2020 International Conference on Learning Representations, 2020.

K. Antonakopoulos, E. V. Belmega, and P. Mertikopoulos, An adaptive mirror-prox algorithm for variational inequalities with singular operators, NeurIPS '19: Proceedings of the 33rd International Conference on Neural Information Processing Systems, 2019.

Y. Hsieh, F. Iutzeler, J. Malick, and P. Mertikopoulos, On the convergence of single-call stochastic extra-gradient methods, NeurIPS '19: Proceedings of the 33rd International Conference on Neural Information Processing Systems, 2019.

B. Donassolo, I. Fajjari, A. Legrand, and P. Mertikopoulos, A fog-based framework for IoT service provisioning, CCNC '19: Proceedings of the 16th IEEE International Conference on Consumer Communications & Networking, 2019.

N. Liakopoulos, A. Destounis, G. Paschos, T. Spyropoulos, and P. Mertikopoulos, Cautious regret minimization: Online optimization with long-term budget constraints, ICML '19: Proceedings of the 36th International Conference on Machine Learning, 2019.

M. Staudigl and P. Mertikopoulos, Convergent noisy forward-backward-forward algorithms in non-monotone variational inequalities, LSS '19: Proceedings of the 15th IFAC Symposium on Large Scale Complex Systems, 2019.

A. Marcastel, E. V. Belmega, P. Mertikopoulos, and I. Fijalkow, Gradient-free online resource allocation algorithms for dynamic wireless networks, SPAWC '19: Proceedings of the 2019 IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02189108

I. Fajjari, B. Donassolo, A. Legrand, and P. Mertikopoulos, Load-aware provisioning of IoT services on fog computing platform, ICC '19: Proceedings of the 2019 IEEE International Conference on Communications, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02056743

M. Leconte, G. Paschos, P. Mertikopoulos, and U. Kozat, A resource allocation framework for network slicing, INFOCOM '18: Proceedings of the 37th IEEE International Conference on Computer Communications, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01643349

Z. Zhou, P. Mertikopoulos, S. Athey, N. Bambos, P. W. Glynn et al., Learning in games with lossy feedback, NIPS '18: Proceedings of the 32nd International Conference on Neural Information Processing Systems, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01904461

R. I. Bo?, P. Mertikopoulos, M. Staudigl, and P. T. Vuong, On the convergence of stochastic forward-backward-forward algorithms with variance reduction in pseudo-monotone variational inequalities, NIPS' 18: Workshop on Smooth Games, Optimization and Machine Learning (SGO&ML), 2018.

A. Ward, Z. Zhou, P. Mertikopoulos, and N. Bambos, Power control with random delays: Robust feedback averaging, CDC '18: Proceedings of the 57th IEEE Annual Conference on Decision and Control, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01891528

Z. Zhou, P. Mertikopoulos, N. Bambos, P. W. Glynn, and C. Tomlin, Countering feedback delays in multi-agent learning, NIPS '17: Proceedings of the 31st International Conference on Neural Information Processing Systems, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643350

A. L. Moustakas, P. Mertikopoulos, Z. Zhou, and N. Bambos, Least action routing: Identifying the optimal path in a wireless relay network, PIMRC'17: 28th annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643351

Z. Zhou, P. Mertikopoulos, A. L. Moustakas, N. Bambos, and P. W. Glynn, Mirror descent learning in continuous games, CDC '17: Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643341

Z. Zhou, P. Mertikopoulos, A. L. Moustakas, S. Mehdian, N. Bambos et al., Power control in wireless networks via dual averaging, GLOBECOM '17: Proceedings of the 2017 IEEE Global Telecommunications Conference, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643339

R. Colini-baldeschi, R. Cominetti, P. Mertikopoulos, and M. Scarsini, The asymptotic behavior of the price of anarchy, WINE 2017: Proceedings of the 13th Conference on Web and Internet Economics, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01643345

A. S. Shafigh, P. Mertikopoulos, and S. Glisic, A novel dynamic network architecture model based on stochastic geometry and game theory, ICC '16: Proceedings of the 2016 IEEE International Conference on Communications, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382274

P. Mertikopoulos, E. V. Belmega, and L. Sanguinetti, Distributed learning for resource allocation under uncertainty, GLOBALSIP '16: Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01382284

A. Marcastel, E. V. Belmega, P. Mertikopoulos, and I. Fijalkow, Interference mitigation via pricing in time-varying cognitive radio systems, NetGCoop '16: Proceedings of the 2016 International Conference on Network Games, Control and Optimization, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01387049

A. Marcastel, E. V. Belmega, P. Mertikopoulos, and I. Fijalkow, Online interference mitigation via learning in dynamic IoT environments, GLOBECOM '16: Proceedings of the 2016 IEEE Global Telecommunications Conference, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01387046

A. Marcastel, E. V. Belmega, P. Mertikopoulos, and I. Fijalkow, Online power allocation for opportunistic radio access in dynamic OFDM networks, VTC '16-Fall: Proceedings of the 2016 IEEE Vehicular Technology Conference, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01387044

E. V. Belmega and P. Mertikopoulos, Energy-efficient power allocation in dynamic multicarrier systems, VTC '15-Spring: Proceedings of the 2015 IEEE Vehicular Technology Conference, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01382293

S. Oro, P. Mertikopoulos, A. L. Moustakas, and S. Palazzo, Cost-efficient power allocation in OFDMA cognitive radio networks, EUCNC' 15: Proceedings of the 2015 European Conference on Networks and Communications, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01382292

I. Stiakogiannakis, P. Mertikopoulos, and C. Touati, No more tears: A no-regret approach to power control in dynamically varying MIMO networks, WiOpt '15: Proceedings of the 13th International Symposium and Workshops on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01382294

S. Oro, P. Mertikopoulos, A. L. Moustakas, and S. Palazzo, Adaptive transmit policies for cost-efficient power allocation in multi-carrier systems, WiOpt '14: Proceedings of the 12th International Symposium and Workshops on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01382298

P. Coucheney, B. Gaujal, and P. Mertikopoulos, Distributed optimization in multi-user MIMO systems with imperfect and delayed information, ISIT '14: Proceedings of the 2014 IEEE International Symposium on Information Theory, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01382297

G. Bacci, E. V. Belmega, P. Mertikopoulos, and L. Sanguinetti, Energy-aware competitive link adaptation in small-cell networks, WiOpt '14: Proceedings of the 12th International Symposium and Workshops on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01098846

I. Stiakogiannakis, P. Mertikopoulos, and C. Touati, No regrets: Distributed power control under time-varying channels and QoS requirements, Proceedings of the 51st Annual Allerton Conference on Communication, Control, and Computing, vol.14, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01382300

J. Lepping, P. Mertikopoulos, and D. Trystram, Accelerating population-based search heuristics by adaptive resource allocation, GECCO '13: Proceedings of the 15th ACM Annual Conference on Genetic and Evolutionary Computation, pp.1165-1172, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01382302

P. Mertikopoulos and E. V. Belmega, Adaptive spectrum management in MIMO-OFDM cognitive radio: An exponential learning approach, ValueTools '13: Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01382305

P. Mertikopoulos and A. L. Moustakas, Entropy-driven optimization dynamics for Gaussian vector multiple access channels, ICC '13: Proceedings of the 2013 IEEE International Conference on Communications, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01382301

P. Mertikopoulos and A. L. Moustakas, Riemannian-geometric optimization methods for MIMO multiple access channels, ISIT '13: Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01382304

P. Mertikopoulos, E. V. Belmega, and A. L. Moustakas, Matrix exponential learning: Distributed optimization in MIMO systems, ISIT '12: Proceedings of the 2012 IEEE International Symposium on Information Theory, pp.3028-3032, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00741823

P. Mertikopoulos, Strange bedfellows: Riemann, Gibbs and vector Gaussian multiple access channels, NetGCoop '12: Proceedings of the 2012 International Conference on Network Games, Control and Optimization, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00788010

P. Mertikopoulos, E. V. Belmega, A. L. Moustakas, and S. Lasaulce, Dynamic power allocation games in parallel multiple access channels, ValueTools '11: Proceedings of the 5th International Conference on Performance Evaluation Methodologies and Tools, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00788802

P. Mertikopoulos and A. L. Moustakas, Selfish routing revisited: Degeneracy, evolution and stochastic fluctuations, ValueTools '11: Proceedings of the 5th International Conference on Performance Evaluation Methodologies and Tools, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00788801

P. Kazakopoulos, P. Mertikopoulos, A. L. Moustakas, and G. Caire, Distribution of MIMO mutual information: a large deviations approach, ITW '09: Proceedings of the 2009 IEEE Information Theory Workshop, 2009.
URL : https://hal.archives-ouvertes.fr/hal-01382308

P. Mertikopoulos and A. L. Moustakas, Learning in the presence of noise, GameNets '09: Proceedings of the 1st International Conference on Game Theory for Networks, 2009.
URL : https://hal.archives-ouvertes.fr/hal-01382307

P. Mertikopoulos, A. L. Moustakas, and N. Dimitriou, Vertical handover between wireless service providers, WiOpt '08: Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01382309

N. Dimitriou, P. Mertikopoulos, and A. L. Moustakas, Vertical handover between wireless standards, ICC '08: Proceedings of the 2008 IEEE International Conference on Communications, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01382310

P. Mertikopoulos and A. L. Moustakas, The simplex game: Can selfish users learn to operate efficiently in wireless networks?, ValueTools '07: Proceedings of the 2nd International Conference on Performance Evaluation Methodologies and Tools, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01382312

P. Mertikopoulos, GameSeer: visualization software for game dynamics

P. Mertikopoulos, Stochastic perturbations in game theory and applications to networks, 2010.

P. Mertikopoulos, Gauss's law and residue calculus in the framework of de Rham cohomology, 2003.