Hal-page O. Teytaud

Laurent Meunier, Herilalaina Rakotoarison, Pak Kan Wong, Baptiste Roziere, Jeremy Rapin, et al.. Black-Box Optimization Revisited: Improving Algorithm Selection Wizards through Massive Benchmarking. IEEE Transactions on Evolutionary Computation, Institute of Electrical and Electronics Engineers, 2021, ⟨10.1109/TEVC.2021.3108185⟩. ⟨hal-03154019⟩

Pauline Bennet, Perrine Juillet, Sara Ibrahim, Vincent Berthier, Mamadou Barry, et al.. Analysis and fabrication of antireflective coating for photovoltaics based on a photonic-crystal concept and generated by evolutionary optimization. Physical Review B, American Physical Society, 2021, 103 (12), ⟨10.1103/PhysRevB.103.125135⟩. ⟨hal-03172152⟩

Tristan Cazenave, Yen-Chi Chen, Guan-Wei Chen, Shi-Yu Chen, Xian-Dong Chiu, et al.. Polygames: Improved Zero Learning. International Computer Games Association Journal, ICGA, 2020, 42 (4), pp.244-256. ⟨hal-03117499⟩

Marie-Liesse Cauwet, Jialin Liu, Rozière Baptiste, Olivier Teytaud. Algorithm Portfolios for Noisy Optimization. Annals of Mathematics and Artificial Intelligence, Springer Verlag, 2015, pp.1-30. ⟨10.1007/s10472-015-9486-2⟩. ⟨hal-01223113⟩

Youhei Akimoto, Sandra Astete-Morales, Olivier Teytaud. Analysis of runtime of optimization algorithms for noisy functions over discrete codomains. Theoretical Computer Science, Elsevier, 2015, 605, pp.42:50. ⟨10.1016/j.tcs.2015.04.008⟩. ⟨hal-01194556⟩

Sandra Astete-Morales, Marie-Liesse Cauwet, Jialin Liu, Olivier Teytaud. Simple and Cumulative Regret for Continuous Noisy Optimization. Theoretical Computer Science, Elsevier, 2015, 617, pp.12-27. ⟨10.1016/j.tcs.2015.09.032⟩. ⟨hal-01194564⟩

Chang-Shing Lee, Mei-Hui Wang, Meng-Jhen Wu, Olivier Teytaud, Shi-Jim Yen. T2FS-based Adaptive Linguistic Assessment System for Semantic Analysis and Human Performance Evaluation on Game of Go. IEEE Transactions on Fuzzy Systems, Institute of Electrical and Electronics Engineers, 2015, 23 (2), pp.400-420. ⟨10.1109/TFUZZ.2014.2312989⟩. ⟨hal-01059822⟩

Nataliya Sokolovska, Olivier Teytaud, Salwa Rizkalla, Karine Clément, Jean-Daniel Zucker. Sparse Zero-Sum Games as Stable Functional Feature Selection. PLoS ONE, Public Library of Science, 2015, 10 (9), pp.e0134683. ⟨10.1371/journal.pone.0134683⟩. ⟨hal-01223887⟩

Olivier Teytaud. Programmation des échecs et d’autres jeux. Interstices, INRIA, 2012. ⟨hal-01350425⟩

François-Michel De Rainville, Christian Gagné, Olivier Teytaud, Denis Laurendeau. Evolutionary Optimization of Low-Discrepancy Sequences. ACM Transactions on Modeling and Computer Simulation, Association for Computing Machinery, 2012, 22 (2), pp.9:1-9:25. ⟨hal-00758158⟩

Sylvain Gelly, Marc Schoenauer, Michèle Sebag, Olivier Teytaud, Levente Kocsis, et al.. The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions. Communications of the ACM, Association for Computing Machinery, 2012, 55 (3), pp.106-113. ⟨hal-00695370v3⟩

Chang-Shing Lee, Mei-Hui Wang, Yu-Jen Chen, Heni Hagras, Meng-Jhen Wu, et al.. Genetic fuzzy markup language for game of NoGo. Knowledge-Based Systems, Elsevier, 2012, 34, pp.64-80. ⟨hal-00766773⟩

Chang-Shing Lee, Olivier Teytaud, Mei-Hui Wang, Shi-Jim Yen. Computational Intelligence Meets the Game of Go @ IEEE WCCI 2012. IEEE Computational Intelligence Magazine, Institute of Electrical and Electronics Engineers, 2012, 7 (4), pp.10-12. ⟨hal-00744982⟩

David Auger, Olivier Teytaud. The Frontier of Decidability in Partially Observable Recursive Games. International Journal of Foundations of Computer Science, World Scientific Publishing, 2012, Special Issue on "Frontier between Decidability and Undecidability", 23 (7), pp.1439-1450. ⟨hal-00710073⟩

Shih-Yuan Chiu, Hassen Doghmen, Chang-Shing Lee, Fabien Teytaud, Olivier Teytaud, et al.. Human vs. Computer Go Competition in FUZZ-IEEE 2011. International Computer Games Association Journal, ICGA, 2011, 34 (4), pp.243-247. ⟨hal-00766202⟩

Shi-Jim Yen, Cheng-Wei Chou, Chang-Shing Lee, Hassen Doghmen, Olivier Teytaud. THE IEEE SSCI 2011 HUMAN VS. COMPUTER-GO COMPETITION. International Computer Games Association Journal, ICGA, 2011, 34 (2), pp.106-107. ⟨hal-00766205⟩

Sylvain Gelly, Olivier Teytaud. Bayesian Networks: a Non-Frequentist Approach for Parametrization, and a more Accurate Structural Complexity Measure. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2006. ⟨inria-00112838⟩

Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche, Marc Schoenauer. Universal Consistency and Bloat in GP. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2006. ⟨inria-00112840⟩

Antoine Moreau, Olivier Teytaud, Jean-Pierre Bertoglio. Optimal estimation for Large-Eddy Simulation of turbulence and application to the analysis of subgrid models. Physics of Fluids, American Institute of Physics, 2006, 18, pp.105101. ⟨hal-00078115v2⟩

Laurent Meunier, Carola Doerr, Jeremy Rapin, Olivier Teytaud. Variance Reduction for Better Sampling in Continuous Domains. Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.154-168, ⟨10.1007/978-3-030-58112-1_11⟩. ⟨hal-02935395⟩

Baptiste Rozière, Fabien Teytaud, Vlad Hosu, Hanhe Lin, Jeremy Rapin, et al.. EvolGAN: Evolutionary Generative Adversarial Networks. Asia Conference on Computer Vision (ACCV), Nov 2020, Virtual, Japan. ⟨hal-03091443⟩

Jialin Liu, Antoine Moreau, Mike Preuss, Jeremy Rapin, Baptiste Roziere, et al.. Versatile black-box optimization. GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, France. pp.620-628, ⟨10.1145/3377930.3389838⟩. ⟨hal-03049284⟩

Marie-Liesse Cauwet, Jérémie Decock, Jialin Liu, Olivier Teytaud. Direct Model Predictive Control: A Theoretical and Numerical Analysis. PSCC 2018 - XX Power Systems Computation Conference, Jun 2018, Dublin, Ireland. ⟨hal-01701623⟩

Marie-Liesse Cauwet, Olivier Teytaud. Multivariate bias reduction in capacity expansion planning. 19th Power Systems Computation Conference, Jun 2016, Gênes, Italy. ⟨hal-01306643⟩

Marie-Liesse Cauwet, Olivier Teytaud. Noisy Optimization: Fast Convergence Rates with Comparison-Based Algorithms. Genetic and Evolutionary Computation Conference, Jul 2016, Denver, United States. pp.1101-1106. ⟨hal-01306636v2⟩

Tristan Cazenave, Jialin Liu, Fabien Teytaud, Olivier Teytaud. Learning opening books in partially observable games: using random seeds in Phantom Go. CIG 2016 - Computer intelligence and Games, Sep 2016, Santorini, Greece. ⟨hal-01413229⟩

Fabien Teytaud, Olivier Teytaud. QR mutations improve many evolution strategies -a lot on highly multimodal problems. ACM-GECCO'16, Jul 2016, Denver, United States. pp.35-36, ⟨10.1145/1235⟩. ⟨hal-01406727⟩

Vincent Berthier, Olivier Teytaud. Sieves method in fuzzy control: logarithmically increase the number of rules. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Aug 2015, Istanbul, Turkey. pp.1 - 9. ⟨hal-01215806⟩

David L. St-Pierre, Jialin Liu, Olivier Teytaud. Nash Reweighting of Monte Carlo Simulations: Tsumego. 2015 IEEE Congress on Evolutionary Computation (IEEE CEC 2015), May 2015, Sendai, Japan. pp.1458 - 1465, ⟨10.1109/CEC.2015.7257060⟩. ⟨hal-01245520⟩

Shih-Yuan Chiu, Ching-Nung Lin, Jialin Liu, Tsang-Cheng Su, Fabien Teytaud, et al.. Differential Evolution for Strongly Noisy Optimization: Use 1.01$^n$ Resamplings at Iteration n and Reach the -1/2 Slope. 2015 IEEE Congress on Evolutionary Computation (IEEE CEC), May 2015, Sendai, Japan. ⟨hal-01120892⟩

Shih-Yuan Chiu, Ching-Nung Lin, Jialin Liu, Tsang-Cheng Su, Fabien Teytaud, et al.. Differential evolution for strongly noisy optimization: Use 1.01n resamplings at iteration n and reach the − 1/2 slope. 2015 IEEE Congress on Evolutionary Computation (IEEE CEC 2015), May 2015, Sendai, Japan. pp.338 - 345, ⟨10.1109/CEC.2015.7256911⟩. ⟨hal-01245526⟩

Vincent Berthier, Olivier Teytaud. On the codimension of the set of optima: large scale optimisation with few relevant variables. Artificial Evolution 2015, 2015, Lyon, France. To appear. ⟨hal-01194519⟩

Jean-Joseph Christophe, Jérémie Decock, Jialin Liu, Olivier Teytaud. Variance Reduction in Population-Based Optimization: Application to Unit Commitment. Artificial Evolution (EA2015), 2015, Lyon, France. ⟨hal-01194510⟩

Wang Mei-Hui, Chi-Shiang Wang, Chang-Shing Lee, Olivier Teytaud, Jialin Liu, et al.. Item response theory with fuzzy markup language for parameter estimation and validation. 2015 IEEE Conference on Fuzzy Systems (FUZZ-IEEE), Aug 2015, Istanbul, Turkey. pp.1 - 7, ⟨10.1109/FUZZ-IEEE.2015.7337884⟩. ⟨hal-01245695⟩

Abdallah Saffidine, Olivier Teytaud, Shi-Jim Yen. Go Complexities. Advances in Computer Games, 2015, Leiden, Netherlands. ⟨10.1007/978-3-319-27992-3_8⟩. ⟨hal-01256660⟩

Jérémie Decock, David L. Saint-Pierre, Olivier Teytaud. Evolutionary Cutting Planes. Artificial Evolution (EA2015), 2015, Lyon, France. ⟨hal-01194540⟩

Marie-Liesse Cauwet, Olivier Teytaud, Hua-Min Liang, Shi-Jim Yen, Hung-Hsuan Lin, et al.. Depth, balancing, and limits of the Elo model. IEEE Conference on Computational Intelligence and Games 2015, Aug 2015, Tainan, Taiwan. ⟨hal-01223116⟩

Tristan Cazenave, Jialin Liu, Olivier Teytaud. The Rectangular Seeds of Domineering, Atari-Go and Breakthrough. 2015 IEEE Conference on Computational Intelligence and Games (CIG), Aug 2015, Tainan, Taiwan. pp.530 - 531, ⟨10.1109/CIG.2015.7317904⟩. ⟨hal-01245531⟩

Vincent Berthier, Adrien Couëtoux, Olivier Teytaud. Combining policies: the best of human expertise and neurocontrol. Artificial Evolution 2015, 2015, Lyon, France. To appear. ⟨hal-01194516⟩

Ping-Chiang Chou, Shi-Jim Yen, Cheng-Wei Chou, Ching-Nung Lin, Chang-Shing Lee, et al.. A simple Tsumego Generator. GPW, 2012, Kanagawa, Japan. ⟨hal-00766190⟩

Cheng-Wei Chou, Ping-Chiang Chou, Chang-Shing Lee, David L. Saint-Pierre, Olivier Teytaud, et al.. Strategic Choices: Small Budgets and Simple Regret. TAAI, 2012, Hualien, Taiwan. ⟨hal-00753145v2⟩

Michèle Sebag, Olivier Teytaud. Combining Myopic Optimization and Tree Search: Application to MineSweeper. LION6, Learning and Intelligent Optimization, Proc. LION 6, 2012, Paris, France. pp.222-236. ⟨hal-00712417v2⟩

Olivier Buffet, Chang-Shing Lee, Woanting Lin, Olivier Teytaud. Optimistic Heuristics for MineSweeper. ICS - International Computer Symposium - 2012, Dec 2012, Hualien, Taiwan. pp.199-207, ⟨10.1007/978-3-642-35452-6_22⟩. ⟨hal-00750577v2⟩

Cheng-Wei Chou, Li-Wen Wu, Hui-Min Wang, Fabien Teytaud, Olivier Teytaud, et al.. Towards a solution of 7x7 Go with Meta-MCTS. Advances in Computer Games, 2011, Tilburg, Netherlands. pp.12. ⟨hal-01077624⟩

Olivier Teytaud. Comparison-Based Complexity of Multiobjective Optimization. GECCO 2011, 2011, Dublin, Ireland. pp.801-806. ⟨hal-00786635⟩

Adrien Couetoux, Mario Milone, Matyas Brendel, Hassen Doghmen, Michèle Sebag, et al.. Continuous Rapid Action Value Estimates. The 3rd Asian Conference on Machine Learning (ACML2011), Nov 2011, Taoyuan, Taiwan. pp.19-31. ⟨hal-00642459⟩

Rémi Coulom, Philippe Rolet, Nataliya Sokolovska, Olivier Teytaud. Handling Expensive Optimization with Large Noise. Foundations of Genetic Algorithms, Jan 2011, Austria. pp.TBA. ⟨hal-00517157v2⟩

Adrien Couetoux, Mario Milone, Olivier Teytaud. Consistent Belief State Estimation, with Application to Mines. Technologies and Applications of Artificial Intelligence, International Conference on, 2011, Hsinchu, Taiwan. pp.280-285. ⟨hal-00712388⟩

David L. Saint-Pierre, Quentin Louveaux, Olivier Teytaud. Online Sparse Bandits. The 3rd Asian Conference on Machine Learning (ACML2011), Nov 2011, Taoyuan, Taiwan. ⟨hal-00642461⟩

Cédric Hartland, Nicolas Baskiotis, Sylvain Gelly, Michèle Sebag, Olivier Teytaud. Change Point Detection and Meta-Bandits for Online Learning in Dynamic Environments. CAp 2007 : 9è Conférence francophone sur l'apprentissage automatique, Jul 2007, Grenoble, France. pp.237-250. ⟨inria-00164033⟩

Sylvain Gelly, Sylvie Ruette, Olivier Teytaud. Comparison-based algorithms: worst-case optimality, optimality w.r.t a bayesian prior, the intraclass-variance minimization in EDA, and implementations with billiards. Parallel Problem Solving from Nature BTP-Workshop, Sep 2006, Reykjavik. ⟨inria-00112813⟩

Sylvain Gelly, Olivier Teytaud. OpenDP a free Reinforcement Learning toolbox for discrete time control problems. NIPS Workshop on Machine Learning Open Source Software, Dec 2006, Whistler (B.C.). ⟨inria-00117392⟩

Olivier Teytaud. How entropy-theorems can show that approximating high-dim Pareto-fronts is too hard. Bridging the Gap between Theory and Practice - Workshop PPSN-BTP, 2006, Reykjavik, Iceland. ⟨hal-00113362⟩

Olivier Teytaud. Why Simulation-Based Approachs with Combined Fitness are a Good Approach for Mining Spaces of Turing-equivalent Functions. 2006, 12 p. ⟨hal-00113370⟩

Stéphane Lallich, Olivier Teytaud, Elie Prudhomme. Statistical inference and data mining: false discoveries control. 2006, 12 p. ⟨hal-00113593⟩

Sylvain Gelly, Olivier Teytaud, Christian Cagne. Resource-Aware Parameterizations of EDA. Congress on Evolutionary Computation, Jul 2006, Vancouver, BC, Canada. ⟨inria-00112803⟩

Olivier Teytaud, Sylvain Gelly. General lower bounds for evolutionary algorithms. Parallel Problem Solving from Nature, Sep 2006, Reykjavik. ⟨inria-00112820⟩

Sylvain Gelly, Jérémie Mary, Olivier Teytaud. On the ultimate convergence rates for isotropic algorithms and the best choices among various forms of isotropy. Parallel Problem Solving from Nature, Sep 2006, Reykjavik. ⟨inria-00112816⟩

Sylvain Gelly, Jérémie Mary, Olivier Teytaud. Learning for stochastic dynamic programming. 11th European Symposium on Artificial Neural Networks (ESANN), Apr 2006, bruges Belgium. ⟨inria-00112796⟩

Olivier Teytaud, Sylvain Gelly, Nicolas Bredeche, Marc Schoenauer. A Statistical Learning Theory Approach of Bloat. Genetic and Evolutionary Computation Conference, Jun 2005, Washington D.C. USA. ⟨inria-00000549⟩

Sandra Astete-Morales, Marie-Liesse Cauwet, Olivier Teytaud. Criteria and Convergence Rates in Noisy Optimization. Genetic and Evolutionary Computation Conference (GECCO 2015), Jul 2015, Madrid, Spain. 2015, ⟨10.1145/2739482.2764722⟩. ⟨hal-01217128v2⟩

Fabien Teytaud, Marc Schoenauer, Olivier Teytaud. Simple Tools for Multimodal Optimization. GECCO - 13th annual conference companion on genetic and evolutionary computation, Jul 2011, Dublin, Ireland. 2011, Proceedings of the 13th annual conference companion on genetic and evolutionary computation. ⟨hal-01406444⟩

Sandra Astete-Morales, Marie-Liesse Cauwet, Adrien Couetoux, Jérémie Decock, Jialin Liu, et al.. Noisy Optimization. Dagstuhl seminar 13271, 2013, Dagstuhl, Germany. 2013. ⟨hal-00844305⟩

Laurent Meunier, Yann Chevaleyre, Jeremy Rapin, Clément Royer, Olivier Teytaud. On Averaging the Best Samples in Evolutionary Computation. Parallel Problem Solving from Nature – PPSN XVI. PPSN 2020, pp.661-674, 2020, ⟨10.1007/978-3-030-58115-2_46⟩. ⟨hal-03135540⟩

Bruno Bouzy, Tristan Cazenave, Vincent Corruble, Olivier Teytaud. Artificial Intelligence for Games. A Guided Tour of Artificial Intelligence Research : Volume II: AI Algorithms, Springer, pp.313-337, 2020, ⟨10.1007/978-3-030-06167-8_11⟩. ⟨hal-03118174⟩

Chang-Shing Lee, Mei-Hui Wang, Olivier Teytaud. Fuzzy Ontologies for the Game of Go. R. Seising, E. Trillas, C. Moraga, S. Termini. On Fuzziness. A Homage to Lotfi A. Zadeh, Springer, pp.367-372, 2012. ⟨hal-00758147⟩

Stéphane Lallich, Olivier Teytaud, Elie Prudhomme. Association rule interestingness: measure and statistical validation. Guillet, Hamilton. Quality measures in data mining, Springer, pp.25, 2006. ⟨hal-00113594⟩

Mamadou Aliou Barry, Vincent Berthier, Marie-Claire Cambourieux, Rémi Pollès, Bodo D. Wilts, et al.. Evolutionary algorithms converge towards evolved biological photonic structures. 2018. ⟨hal-01856961⟩

Cédric Hartland, Sylvain Gelly, Nicolas Baskiotis, Olivier Teytaud, Michèle Sebag. Multi-armed Bandit, Dynamic Environments and Meta-Bandits. 2006. ⟨hal-00113668⟩

Sylvain Gelly, Yizao Wang, Rémi Munos, Olivier Teytaud. Modification of UCT with Patterns in Monte-Carlo Go. [Research Report] RR-6062, INRIA. 2006. ⟨inria-00117266v3⟩