Fabien Teytaud

Soft Comput., 2021

Short term soil moisture forecasts for potato crop farming: A machine learning approach.

[BibT_eX]

[DOI]

Amaury Dubois

Sébastien Vérel

Comput. Electron. Agric., 2021

Guided-Generative Network for noise detection in Monte-Carlo rendering.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Polygames: Improved zero learning.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 2020

Fully Parallel Hyperparameter Search: Reshaped Space-Filling.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Versatile black-box optimization.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

EvolGAN: Evolutionary Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Fully Parallel Hyperparameter Search: Reshaped Space-Filling.

[BibT_eX]

[DOI]

CoRR, 2019

BCMA-ES: A Bayesian approach to CMA-ES.

[BibT_eX]

[DOI]

CoRR, 2019

Automatic Calibration of a Farm Irrigation Model: A Multi-Modal Optimization Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2019

2018

Generating Term Weighting Schemes Through Genetic Programming.

[BibT_eX]

[DOI]

Ahmad Mazyad

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

Information Gain Based Term Weighting Method for Multi-label Text Classification Task.

[BibT_eX]

[DOI]

Ahmad Mazyad

Proceedings of the Intelligent Systems and Applications, 2018

Improving Multi-modal Optimization Restart Strategy Through Multi-armed Bandit.

[BibT_eX]

[DOI]

Amaury Dubois

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017

Multi-Armed Bandit for Stratified Sampling: Application to Numerical Integration.

[BibT_eX]

[DOI]

Florian Leprêtre

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2017

A Comparative Study on Term Weighting Schemes for Text Classification.

[BibT_eX]

[DOI]

Ahmad Mazyad

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

2016

Automatically Reinforcing a Game AI.

[BibT_eX]

[DOI]

David Lupien St-Pierre

CoRR, 2016

QR Mutations Improve Many Evolution Strategies: A Lot On Highly Multimodal Problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Learning opening books in partially observable games: Using random seeds in Phantom Go.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Pruning Playouts in Monte-Carlo Tree Search for the Game of Havannah.

[BibT_eX]

[DOI]

Proceedings of the Computers and Games - 9th International Conference, 2016

2015

On the Tactical and Strategic Behaviour of MTCS when Biasing Random Simulations.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 2015

Parallel Evolutionary Algorithms Performing Pairwise Comparisons.

[BibT_eX]

[DOI]

David Lupien St-Pierre

Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17, 2015

Differential evolution for strongly noisy optimization: Use 1: 01<sup>n</sup> resamplings at iteration n and Reach the -1/2 slope.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Convergence Rates of Evolutionary Algorithms and Parallel Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Theory and Principled Methods for the Design of Metaheuristics, 2014

A Critical Reassessment of Evolutionary Algorithms on the cryptanalysis of the simplified data encryption standard algorithm.

[BibT_eX]

[DOI]

CoRR, 2014

A Survey of Meta-heuristics Used for Computing Maximin Latin Hypercube.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014

Monte-Carlo Tree Search for the Game of "7 Wonders".

[BibT_eX]

[DOI]

Denis Robilliard

Proceedings of the Computer Games - Third Workshop on Computer Games, 2014

2013

Investigating Monte-Carlo Methods on the Weak Schur Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2013

Algorithm and knowledge engineering for the TSPTW problem.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Scheduling, 2013

2012

Application of the Nested Rollout Policy Adaptation Algorithm to the Traveling Salesman Problem with Time Windows.

[BibT_eX]

[DOI]

Tristan Cazenave

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

2011

Introduction of statistics in optimization. (Introduction de statistiques en optimisation).

[BibT_eX]

[DOI]

PhD thesis, 2011

Human vs. Computer Go Competition in FUZZ-IEEE 2011.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 2011

Simple tools for multimodal optimization.

[BibT_eX]

[DOI]

Marc Schoenauer

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Optimization of the Nested Monte-Carlo Algorithm on the Traveling Salesman Problem with Time Windows.

[BibT_eX]

[DOI]

Tristan Cazenave

Proceedings of the Applications of Evolutionary Computation, 2011

Lemmas on partial observation, with application to phantom games.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

Random positions in Go.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

Computational and human intelligence in blind Go.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize.

[BibT_eX]

[DOI]

Marc Schoenauer

Proceedings of the Artificial Evolution, 2011

Towards a Solution of 7x7 Go with Meta-MCTS.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computer Games - 13th International Conference, 2011

2010

Intelligent Agents for the Game of Go.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2010

Log(lambda) Modifications for Optimal Parallelism.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

A New Selection Ratio for Large Population Sizes.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2010

Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2010

On the huge benefit of decisive moves in Monte-Carlo Tree Search algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

Biasing Monte-Carlo Simulations through RAVE Values.

[BibT_eX]

[DOI]

Proceedings of the Computers and Games - 7th International Conference, 2010

Scalability and Parallelization of Monte-Carlo Tree Search.

[BibT_eX]

[DOI]

Proceedings of the Computers and Games - 7th International Conference, 2010

2009

Why one must use reweighting in estimation of distribution algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

On the Parallel Speed-Up of Estimation of Multivariate Normal Algorithm and Evolution Strategies.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2009

On the huge benefit of quasi-random mutations for multimodal optimization with application to grid-based tuning of neurocontrollers.

[BibT_eX]

[DOI]

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

Creating an Upper-Confidence-Tree Program for Havannah.

[BibT_eX]

[DOI]