Richoux: publications

Publications

Books and proceedings edition

@book{richoux2017ria,
  editor       = {Richoux, Florian and Adam, Carole and Buche, Cédric and Cazenave, Tristan},
  title        = {L'{IA} des jeux informatisés},
  series       = {Revue d'intelligence artificielle},
  publisher    = {Lavoisier},
  volume       = {31},
  number       = {3},
  year         = {2017},
  url          = {https://hal.archives-ouvertes.fr/hal-01755121}
}

L'IA des jeux informatisés

Book Game AI

Florian Richoux, Carole Adam, Cédric Buche, Tristan Cazenave

Revue d'intelligence artificielle, Lavoisier edition.

2017

Book chapters and alike

@incollection{reyesamaro2018posl,
  author       = {Reyes Amaro, Alejandro and Monfroy, Éric and Richoux, Florian},
  title        = {{POSL}: A Parallel-Oriented metaheuristic-based Solver Language},
  booktitle    = {Recent Developments of Metaheuristics},
  publisher    = {Springer},
  volume       = {62},
  pages        = {91--107},
  year         = {2018},
  doi          = {10.1007/978-3-319-58253-5_6}
}

POSL: A Parallel-Oriented metaheuristic-based Solver Language

Chapter Constraint Programming Metaheuristics

Alejandro Reyes Amaro, Éric Monfroy, Florian Richoux

In Recent Developments of Metaheuristics, Springer edition.

2018

@incollection{churchill2016ecgg,
  author       = {Churchill, David and Preuss, Mike and Richoux, Florian and Synnaeve, Gabriel and Uriarte, Alberto and Ontañón, Santiago and Čertický, Michal},
  title        = {StarCraft Bots and Competitions},
  booktitle    = {Encyclopedia of Computer Graphics and Games},
  publisher    = {Springer},
  keywords     = {Survey, Game, {AI}, {RTS}, Competition, StarCraft},
  pages        = {1--18},
  year         = {2016},
  doi          = {10.1007/978-3-319-08234-9_18-1}
}

StarCraft Bots and Competitions

Chapter Game AI

David Churchill, Mike Preuss, Florian Richoux, Gabriel Synnaeve, Alberto Uriarte, Santiago Ontañón, Michal Čertický

In the Springer Encyclopedia of Computer Graphics and Games.

2016

@incollection{ontanon2015ecgg,
  author       = {Ontañón, Santiago and Synnaeve, Gabriel and Uriarte, Alberto and Richoux, Florian and Churchill, David and Preuss, Mike},
  title        = {{RTS AI} Problems and Techniques},
  booktitle    = {Encyclopedia of Computer Graphics and Games},
  publisher    = {Springer},
  keywords     = {Survey, Game, {AI}, {RTS}, StarCraft},
  year         = {2015},
  pages        = {1--12},
  doi          = {10.1007/978-3-319-08234-9_17-1}
}

RTS AI Problems and Techniques

Chapter Game AI

Santiago Ontañón, Gabriel Synnaeve, Alberto Uriarte, Florian Richoux, David Churchill, Mike Preuss

In the Springer Encyclopedia of Computer Graphics and Games.

2015

International peer-reviewed journals

@article{richoux2023amai,
  author       = {Richoux, Florian and Baffier, Jean-François},
  title        = {Automatic Error Function Learning with Interpretable Compositional Networks},
  journal      = {Springer Annals of Mathematics and Artificial Intelligence},
  publisher    = {Springer},
  keywords     = {Combinatorial Satisfaction, Combinatorial Optimization, Constraint Programming, Problem Modeling, Error Function, Interpretable Learning},
  volume       = {},
  number       = {},
  pages        = {1--35},
  year         = {2023},
  doi          = {10.1007/s10472-022-09829-8}
}

Automatic Error Function Learning with Interpretable Compositional Networks

Journal Constraint Programming Machine Learning Metaheuristics

Florian Richoux, Jean-François Baffier

Springer Annals of Mathematics and Artificial Intelligence.

2023

@article{barambones2022tog,
  author       = {Barambones, Jose and Cano-Benito, Juan and Sánchez-Rivero, Ismael and Imbert, Ricardo and Richoux, Florian},
  title        = {Multi-Agent Systems on Virtual Games: A Systematic Mapping Study},
  journal      = {{IEEE} Transactions on Games},
  publisher    = {{IEEE}},
  keywords     = {Multi-Agent Systems, Virtual Environments, Games, Systematic Mapping Study},
  volume       = {15},
  number       = {2},
  pages        = {134--147},
  year         = {2022},
  doi          = {10.1109/TG.2022.3214154}
}

Multi-Agent Systems on Virtual Games: A Systematic Mapping Study

Journal Game AI Multi-agent

Jose Barambones, Juan Cano-Benito, Ismael Sánchez-Rivero, Ricardo Imbert, Florian Richoux

IEEE Transactions on Games, 15(2):134--147.

2022

@article{barambones2021taas,
  author       = {Barambones, Jose and  Richoux, Florian and Imbert, Ricardo and Inoue, Katsumi},
  title        = {Resilient Team Formation with Stabilisability of Agent Networks for Task Allocation},
  journal      = {{ACM} Transactions on Autonomous and Adaptive Systems},
  publisher    = {{ACM}},
  keywords     = {Resilient AI, Team Formation, Graph Theory, Stabilisability, Multi-Agent Systems, Distributed Constraint-based Problems, Dynamic Environments},
  volume       = {15},
  number       = {3},
  pages        = {1--24},
  year         = {2021},
  doi          = {10.1145/3463368}
}

Resilient Team Formation with Stabilisability of Agent Networks for Task Allocation

Journal Multi-agent Optimization Resilience

Jose Barambones, Florian Richoux, Ricardo Imbert, Katsumi Inoue

ACM Transactions on Autonomous and Adaptive Systems, 15(3):1--24.

2021

@article{richoux2016ghost,
  author       = {Richoux, Florian and Uriarte, Alberto and Baffier, Jean-François},
  title        = {{GHOST}: A Combinatorial Optimization Framework for Real-Time Problems},
  journal      = {{IEEE} Transactions on Computational Intelligence and AI in Games},
  publisher    = {{IEEE}},
  keywords     = {Game, Combinatorial Optimization, Constraint Solver, Framework},
  volume       = {8},
  number       = {4},
  pages        = {377--388},
  year         = {2016},
  doi          = {10.1109/TCIAIG.2016.2573199}
}

GHOST: A Combinatorial Optimization Framework for Real-Time Problems

Journal Game AI Optimization Metaheuristics

Florian Richoux, Alberto Uriarte, Jean-François Baffier

IEEE Transactions on Computational Intelligence and AI in Games, 8(4):377--388.

2016

@article{truchet2015jheuristics,
  author       = {Truchet, Charlotte and Arbelaez, Alejandro and Richoux, Florian and Codognet, Philippe},
  title        = {Estimating Parallel Runtimes for Randomized Algorithms in Constraint Solving},
  journal      = {Journal of Heuristics},
  publisher    = {Springer},
  keywords     = {Parallelism, Speed-up Prediction, Las Vegas Algorithms},
  volume       = {22},
  number       = {4},
  pages        = {613--648},
  year         = {2015},
  doi          = {10.1007/s10732-015-9292-3}
}

Estimating Parallel Runtimes for Randomized Algorithms in Constraint Solving

Journal Constraint Programming Metaheuristics

Charlotte Truchet, Alejandro Arbelaez, Florian Richoux, Philippe Codognet

Journal of Heuristics, 22(4):613--648.

2015

@article{caniou2015constraints,
  author       = {Caniou, Yves and Codognet, Philippe and Richoux, Florian and Diaz, Daniel and Abreu, Salvador},
  title        = {Large-scale Parallelism for Constraint-based Local Search: The Costas Array Case Study},
  journal      = {Constraints},
  publisher    = {Springer},
  keywords     = {{CSP}, Local Search, Metaheuristics, Parallelism, Implementation},
  volume       = {20},
  number       = {1},
  pages        = {30--56},
  year         = {2015},
  doi          = {10.1007/s10601-014-9168-4}
}

Large-scale Parallelism for Constraint-based Local Search: The Costas Array Case Study

Journal Constraint Programming Metaheuristics

Yves Caniou, Philippe Codognet, Florian Richoux, Daniel Diaz, Salvador Abreu

Constraints, 20(1):30--56.

2015

@article{ontanon2013tciaig,
  author       = {Ontañón, Santiago and Synnaeve, Gabriel and Uriarte, Alberto and Richoux, Florian and Churchill, David and Preuss, Mike},
  title        = {A Survey of Real-Time Strategy game Research and Competition in StarCraft},
  journal      = {{IEEE} Transactions on Computational Intelligence and AI in Games},
  publisher    = {{IEEE}},
  keywords     = {Survey, {AI}, Game, {RTS}, Starcraft},
  volume       = {5},
  number       = {4},
  pages        = {293--311},
  year         = {2013},
  doi          = {10.1109/TCIAIG.2013.2286295}
}

A Survey of Real-Time Strategy game Research and Competition in StarCraft

Journal Game AI

Santiago Ontañón, Gabriel Synnaeve, Alberto Uriarte, Florian Richoux, David Churchill, Mike Preuss

IEEE Transactions on Computational Intelligence and AI in Games (2013), 5(4):293--311.

2013

@article{bodirsky2013jlogcomp,
  author       = {Bodirsky, Manuel and Hermann, Miki and Richoux, Florian},
  title        = {Complexity of existential positive first-order logic},
  journal      = {Journal of Logic and Computation},
  publisher    = {Oxford University Press},
  volume       = {23},
  number       = {4},
  pages        = {753--760},
  year         = {2013},
  doi          = {10.1093/logcom/exr043}
}

Complexity of existential positive first-order logic

Journal Complexity

Manuel Bodirsky, Miki Hermann, Florian Richoux

Journal of Logic and Computation, 23(4):753--760.

2013

International peer-reviewed conference proceedings

@inproceedings{richoux2023iccs,
  author       = {Richoux, Florian and Baffier, Jean-François and Codognet, Philippe},
  title        = {Learning {QUBO} Models for Quantum Annealing: A Constraint-based Approach},
  booktitle    = {Proceedings of the 2023 International Conference on Computational Science ({ICCS})},
  publisher    = {Springer {LNCS}},
  pages        = {153--167},
  year         = {2023},
  doi          = {10.1007/978-3-031-36030-5_12}
}

Learning QUBO Models for Quantum Annealing: A Constraint-based Approach

Conference Constraint Programming Machine Learning Metaheuristics Optimization Quantum

Florian Richoux, Jean-François Baffier, Philippe Codognet

Proceedings of the 2023 International Conference on Computational Science (ICCS).

2023

@inproceedings{richoux2022taunt,
  author       = {Richoux, Florian},
  title        = {Terrain Analysis in StarCraft 1 and 2 as Combinatorial Optimization},
  booktitle    = {Proceeding of the {IEEE} 2022 Congress on Evolutionary Computation ({CEC} 2022)},
  publisher    = {{IEEE}},
  pages        = {1--8},
  year         = {2022},
  doi          = {10.1109/CEC55065.2022.9870230}
}

Terrain Analysis in StarCraft 1 and 2 as Combinatorial Optimization

Conference Constraint Programming Game AI Optimization

Florian Richoux

Proceedings of the IEEE 2022 Congress on Evolutionary Computation (CEC).

2022

@inproceedings{chen2021cog,
  author       = {Chen, Tianyu and Richoux, Florian and Torres, Javier M. and Inoue, Katsumi},
  title        = {Interpretable Utility-based Models Applied to the {FightingICE} Platform},
  booktitle    = {Proceeding of the {IEEE} Conference on Games ({CoG})},
  publisher    = {{IEEE}},
  pages        = {1--8},
  year         = {2021},
  doi          = {10.1109/CoG52621.2021.9619121}
}

Interpretable Utility-based Models Applied to the FightingICE Platform

Conference Game AI Machine Learning

Tianyu Chen, Florian Richoux, Javier M. Torres, Katsumi Inoue

Proceeding of the IEEE Conference on Games (CoG).

2021

@inproceedings{richoux2021gecco,
  author       = {Richoux, Florian and Baffier, Jean-François},
  title        = {Error Function Learning with Interpretable Compositional Networks for Constraint-Based Local Search},
  booktitle    = {Proceeding of the 2021 Genetic and Evolutionary Computation Conference ({GECCO} 2021)},
  publisher    = {{ACM}},
  pages        = {137--138},
  year         = {2021},
  doi          = {10.1145/3449726.3459464}
}

Error Function Learning with Interpretable Compositional Networks for Constraint-Based Local Search

Conference Constraint Programming Machine Learning Metaheuristics

Florian Richoux, Jean-François Baffier

Proceedings of the 2021 Genetic and Evolutionary Computation Conference (GECCO).

2021

@inproceedings{richoux2020microphantom,
  author       = {Richoux, Florian},
  title        = {microPhantom: Playing {microRTS} under uncertainty and chaos},
  booktitle    = {Proceeding of the {IEEE} Conference on Games ({CoG})},
  publisher    = {{IEEE}},
  pages        = {670--677},
  year         = {2020},
  doi          = {10.1109/CoG47356.2020.9231653}
}

microPhantom: Playing microRTS under uncertainty and chaos

Conference Game AI Optimization Uncertainty

Florian Richoux

Proceeding of the IEEE Conference on Games (CoG).

2020

@inproceedings{antuori2019cec,
  author       = {Antuori, Valentin and Richoux, Florian},
  title        = {Constrained optimization under uncertainty for decision-making problems: Application to Real-Time Strategy games},
  booktitle    = {Proceeding of the Congress on Evolutionary Computation ({CEC})},
  publisher    = {{IEEE}},
  pages        = {450--457},
  year         = {2019},
  doi          = {10.1109/CEC.2019.8789922}
}

Constrained optimization under uncertainty for decision-making problems: Application to Real-Time Strategy games

Conference Game AI Optimization Uncertainty

Valentin Antuori, Florian Richoux

Proceeding of the Congress on Evolutionary Computation (CEC).

2019

@inproceedings{richoux2014aiide,
  author       = {Richoux, Florian and Uriarte, Alberto and Ontañón, Santiago},
  title        = {Walling in Strategy Games via Constraint Optimization},
  booktitle    = {Proceeding of the {AAAI} Conference on Artificial Intelligence and Interactive Digital Entertainment ({AIIDE})},
  publisher    = {{AAAI} Press},
  keywords     = {Game, {AI}, {RTS}, StarCraft, Optimization, Constraint},
  pages        = {52--58},
  year         = {2014},
  url          = {http://www.aaai.org/ocs/index.php/AIIDE/AIIDE14/paper/view/8956}
}

Walling in Strategy Games via Constraint Optimization

Conference Game AI Optimization

Florian Richoux, Alberto Uriarte, Santiago Ontañón

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE).

2014

@inproceedings{truchet2013icpp,
  author       = {Truchet, Charlotte and Richoux, Florian and Codognet, Philippe},
  title        = {Prediction of Parallel Speed-ups for Las Vegas Algorithms},
  booktitle    = {Proceeding of the 42nd International Conference on Parallel Processing ({ICPP})},
  publisher    = {{IEEE}},
  pages        = {160--169},
  year         = {2013},
  doi          = {10.1109/ICPP.2013.25}
}

Prediction of Parallel Speed-ups for Las Vegas Algorithms

Conference Constraint Programming Metaheuristics

Charlotte Truchet, Florian Richoux, Philippe Codognet

Proceedings of the 42nd International Conference on Parallel Processing (ICPP).

2013

@inproceedings{diaz2012pco,
  author       = {Diaz, Daniel and Richoux, Florian and Caniou, Yves and Codognet, Philippe and Abreu, Salvador},
  title        = {Parallel Local Search for the Costas Array Problem},
  booktitle    = {Proceedings of Parallel Computing and Optimization ({PCO})},
  publisher    = {{IEEE}},
  pages        = {1793--1802},
  year         = {2012},
  doi          = {10.1109/IPDPSW.2012.222}
}

Parallel Local Search for the Costas Array Problem

Conference Constraint Programming Metaheuristics

Daniel Diaz, Florian Richoux, Yves Caniou, Philippe Codognet, Salvador Abreu

Proceedings of Parallel Computing and Optimization (PCO).

2012

@inproceedings{diaz2012lion,
  author       = {Diaz, Daniel and Richoux, Florian and Codognet, Philippe and Caniou, Yves and Abreu, Salvador},
  title        = {Constraint-Based Local Search for the Costas Array Problem},
  booktitle    = {Proceedings of Learning and Intelligent OptimizatioN Conference ({LION})},
  publisher    = {Springer},
  pages        = {378--383},
  year         = {2012},
  doi          = {10.1007/978-3-642-34413-8_31}
}

Constraint-Based Local Search for the Costas Array Problem

Conference Constraint Programming Metaheuristics

Daniel Diaz, Florian Richoux, Philippe Codognet, Yves Caniou, Salvador Abreu

Proceedings of Learning and Intelligent OptimizatioN Conference (LION).

2012

@inproceedings{caniou2012ppopp,
  author       = {Caniou, Yves and Diaz, Daniel and Richoux, Florian and Codognet, Philippe and Abreu, Salvador},
  title        = {Performance analysis of parallel constraint-based local search},
  booktitle    = {Proceedings of {ACM SIGPLAN} Symposium on Principles and Practice of Parallel Programming ({PPoPP})},
  publisher    = {{ACM}},
  pages        = {337--338},
  year         = {2012},
  doi          = {10.1145/2145816.2145883}
}

Performance analysis of parallel constraint-based local search

Conference Constraint Programming Metaheuristics

Yves Caniou, Daniel Diaz, Florian Richoux, Philippe Codognet, Salvador Abreu

Proceedings of ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP).

2012

@inproceedings{hermann2011paccs,
  author       = {Hermann, Miki and Richoux, Florian},
  title        = {On the Complexity of Fuzzy Boolean Constraint Satisfaction Problems With Applications to Intelligent Digital Photography},
  booktitle    = {Proceeding of the {IEEE} 2011 Third Pacific-Asia Conference on Circuits, Communications and System ({PACCS})},
  publisher    = {{IEEE}},
  pages        = {1--4},
  year         = {2011},
  doi          = {10.1109/PACCS.2011.5990158}
}

On the Complexity of Fuzzy Boolean Constraint Satisfaction Problems With Applications to Intelligent Digital Photography

Conference Complexity

Miki Hermann, Florian Richoux

Proceedings of the IEEE 2011 Third Pacific-Asia Conference on Circuits, Communications and System (PACCS).

2011

@inproceedings{richoux2011paccs,
  author       = {Richoux, Florian},
  title        = {Complexity of Homogeneous Co-Boolean Constraint Satisfaction Problems},
  booktitle    = {Proceeding of the {IEEE} 2011 Third Pacific-Asia Conference on Circuits, Communications and System ({PACCS})},
  publisher    = {{IEEE}},
  pages        = {1--4},
  year         = {2011},
  doi          = {10.1109/PACCS.2011.5990156}
}

Complexity of Homogeneous Co-Boolean Constraint Satisfaction Problems

Conference Complexity

Florian Richoux

Proceedings of the IEEE 2011 Third Pacific-Asia Conference on Circuits, Communications and System (PACCS).

2011

@inproceedings{bodirsky2009cie,
  author       = {Bodirsky, Manuel and Hermann, Miki and Richoux, Florian},
  title        = {Complexity of existential positive first-order logic},
  booktitle    = {Proceedings of Computability in Europe ({CiE})},
  publisher    = {Springer},
  pages        = {31--36},
  year         = {2009},
  doi          = {10.1007/978-3-642-03073-4_4}
}

Complexity of existential positive first-order logic

Conference Complexity

Manuel Bodirsky, Miki Hermann, Florian Richoux

Proceedings of Computability in Europe (CiE).

2009

@inproceedings{hermann2009walcom,
  author       = {Hermann, Miki and Richoux, Florian},
  title        = {On the Computational Complexity of Monotone Constraint Satisfaction Problems},
  booktitle    = {Proceedings of Workshop on Algorithms and Computation ({WALCOM})},
  publisher    = {Springer},
  pages        = {286--297},
  year         = {2009},
  doi          = {10.1007/978-3-642-00202-1_25}
}

On the Computational Complexity of Monotone Constraint Satisfaction Problems

Conference Complexity

Miki Hermann, Florian Richoux

Proceedings of Workshop on Algorithms and Computation (WALCOM).

2009

International peer-reviewed workshops

@inproceedings{richoux2021icn,
  author        = {Richoux, Florian and Baffier, Jean-François},
  title         = {Learning Interpretable Error Functions for Combinatorial Optimization Problem Modeling},
  booktitle     = {Data Science Meets Optimisation ({DSO} 2021), an International Joint Conference on Artificial Intelligence ({IJCAI-21}) workshop},
  year          = {2021}
}

Learning Interpretable Error Functions for Combinatorial Optimization Problem Modeling

Workshop Constraint Programming Machine Learning Metaheuristics

Florian Richoux, Jean-François Baffier

Data Science Meets Optimisation (DSO 2021), an International Joint Conference on Artificial Intelligence (IJCAI-21) workshop.

2021

@inproceedings{fradin2015aiidews,
  author       = {Fradin, Julien and Richoux, Florian},
  title        = {Robustness and Flexibility of GHOST},
  booktitle    = {Proceedings of the 11th Annual AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment ({AIIDE} 2015, workshop {RTS})},
  publisher    = {{AAAI} Press},
  pages        = {9--14},
  year         = {2015},
  url          = {http://www.aaai.org/ocs/index.php/AIIDE/AIIDE15/paper/view/11558/11383}
}

Robustness and Flexibility of GHOST

Workshop Game AI Optimization

Julien Fradin, Florian Richoux

Proceedings of the 11th Annual AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2015, workshop RTS).

2015

@inproceedings{reyesamaro2015mic,
  author       = {Reyes Amaro, Alejandro and Monfroy, Éric and Richoux, Florian},
  title        = {A Parallel-Oriented Language for Modeling Constraint-Based Solvers},
  booktitle    = {Proceedings of the 11th edition of the Metaheuristics International Conference ({MIC} 2015, workshop {McM})},
  publisher    = {Springer},
  pages        = {1--10},
  year         = {2015},
  url          = {https://www.lifl.fr/MIC2015/programme.html}
}

A Parallel-Oriented Language for Modeling Constraint-Based Solvers

Workshop Constraint Programming Metaheuristics

Alejandro Reyes Amaro, Éric Monfroy, Florian Richoux

Proceedings of the 11th edition of the Metaheuristics International Conference (MIC 2015, workshop McM).

2015

National peer-reviewed journals

@proceedings{richoux2015supercomputingnews,
  author       = {Richoux, Florian and Caniou, Yves and Codognet, Philippe and Suda, Reiji},
  title        = {コスタス配置問題に対する超並列組み合わせ最適化解法},
  journal      = {Supercomputing News},
  volume       = {17},
  number       = {1},
  pages        = {44--53},
  year         = {2015},
  url          = {https://www.cc.u-tokyo.ac.jp/public/VOL17/No1/11_201501hpc-2.pdf}
}

コスタス配置問題に対する超並列組み合わせ最適化解法

Journal Constraint Programming Metaheuristics

Florian Richoux, Yves Caniou, Philippe Codognet, Reiji Suda

Supercomputing News, 17(1):44--53.

2015

National peer-reviewed conference proceedings

@inproceedings{reyesamaro2016jfpc,
  author       = {Reyes Amaro, Alejandro and Monfroy, Éric and Richoux, Florian},
  title        = {Étude de stratégies parallèles de coopération avec {POSL}},
  booktitle    = {Actes de la Douzième Journées Francophones de Programmation par Contraintes ({JFPC})},
  pages        = {163--172},
  year         = {2016},
  url          = {https://www.supagro.fr/jfpc_jiaf_2016/actes_jfpc206.pdf}
}

Étude de stratégies parallèles de coopération avec POSL

Conference Constraint Programming Metaheuristics

Alejandro Reyes Amaro, Éric Monfroy, Florian Richoux

Proceedings of the JFPC 2016 - Douzième Journéees Francophones de Programmation par Contraintes.

2016

@inproceedings{richoux2015apia,
  author       = {Richoux, Florian},
  title        = {Problèmes d’optimisation dans les jeux avec {GHOST}},
  booktitle    = {Actes de la 1ère Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle ({APIA})},
  pages        = {103--108},
  year         = {2015},
  url          = {http://pfia2015.inria.fr/actes/download.php%3Fconf=APIA&file=ActesAPIA.pdf}
}

Problèmes d’optimisation dans les jeux avec GHOST

Conference Game AI Optimization

Florian Richoux

Proceedings of the 1ère Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle.

2015

@inproceedings{reyesamaro2015jfpc,
  author       = {Reyes Amaro, Alejandro and Monfroy, Éric and Richoux, Florian},
  title        = {Un langage orienté parallèle pour la modélisation de solveurs de contraintes},
  booktitle    = {Actes de la Onzième Journées Francophones de Programmation par Contraintes ({JFPC})},
  pages        = {252--261},
  year         = {2015},
  url          = {https://jfpc2015.labri.fr/downloads/actes-jfpc2015.pdf}
}

Un langage orienté parallèle pour la modélisation de solveurs de contraintes

Conference Constraint Programming Metaheuristics

Alejandro Reyes Amaro, Éric Monfroy, Florian Richoux

Proceedings of the JFPC 2015 - Onzième Journées Francophones de Programmation par Contraintes.

2015

@inproceedings{hermann2008jfpc,
  author       = {Hermann, Miki and Richoux, Florian},
  title        = {Sur la complexité algorithmique des problèmes de satisfaction de contraintes disjonctifs},
  booktitle    = {Actes de la Quatrième Journées Francophones de Programmation par Contraintes ({JFPC})},
  pages        = {209--218},
  year         = {2008},
  url          = {https://hal.inria.fr/inria-00291615/PDF/pages-209-218-article6.pdf}
}

Sur la complexité algorithmique des problèmes de satisfaction de contraintes disjonctifs

Conference Complexity

Miki Hermann, Florian Richoux

Proceedings of the JFPC 2008- Quatrièmes Journées Francophones de Programmation par Contraintes.

2008

Papers without peer-reviewing

@unpublished{richoux2019deepppi,
  author        = {Richoux, Florian},
  title         = {Injecting Combinatorial Optimization into MCTS: Application to the Board Game boop.},
  archivePrefix = {arXiv},
  eprint        = {2406.08766},
  primaryClass  = {{cs.LG},}
  year          = {2024}
}

Injecting Combinatorial Optimization into MCTS: Application to the Board Game boop.

Preprint Game AI Constraint Programming Optimization

Florian Richoux

2024

@unpublished{richoux2019deepppi,
  author        = {Richoux, Florian and Servantie, Charlène and Borès, Cynthia and Téletchéa, Stéphane},
  title         = {Comparing two deep learning sequence-based models for protein-protein interaction prediction},
  archivePrefix = {arXiv},
  eprint        = {1901.06268},
  primaryClass  = {{cs.LG},}
  year          = {2019}
}

Comparing two deep learning sequence-based models for protein-protein interaction prediction

Preprint Bioinformatics Machine Learning

Florian Richoux, Charlène Servantie, Cynthia Borès, Stéphane Téletchéa

2019

@unpublished{synnaeve2016torchcraft,
  author        = {Synnaeve, Gabriel and Nardelli, Nantas and Auvolat, Alex and Chintala, Soumith and Lacroix, Timothée and Lin, Zeming and Richoux, Florian and Usunier Nicolas},
  title         = {{TorchCraft}: a Library for Machine Learning Research on Real-Time Strategy Games},
  archivePrefix = {arXiv},
  eprint        = {1611.00625},
  primaryClass  = {{cs.LG}},
  year          = {2016}
}

TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games

Preprint Game AI Machine Learning

Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat, Soumith Chintala, Timothée Lacroix, Zeming Lin, Florian Richoux, Nicolas Usunier

2016

Thesis

@phdthesis{richoux2009phd,
  author       = {Richoux, Florian},
  school       = {École Polytechnique},
  title        = {Toward a complexity classification of {CSP} through kernel width},
  year         = {2009},
  url          = {https://pastel.archives-ouvertes.fr/pastel-00005564}
}

Toward a complexity classification of CSP through kernel width

Ph.D. Thesis Complexity

Florian Richoux

École Polytechnique

2009