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JL

Jialin Liu

18
Documents

Présentation

[Jialin LIU's homepage](https://www.lri.fr/~liu/ "Jialin LIU's homepage") **Short Introduction** ---------------------- I am a ph.D student (since April 2013) working on the project [POST](https://www.lri.fr/~teytaud/post.pdf) (INRIA), supervised by [Olivier Teytaud](http://www.lri.fr/~teytaud/) and [Marc Schoenauer](https://www.lri.fr/~marc/). My ph.D topic is "Strategy Optimization With Uncertainties, with Applications in Energy Management". I'm a member of the [TAO](http://tao.lri.fr/) group ([INRIA Saclay](http://www.inria.fr/centre/saclay)- [CNRS](http://www.cnrs.fr/)- [LRI](https://www.lri.fr/), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html)). **Contact** Office 2028, DIGITEO, bâtiment 660, Université Paris-Sud Rue Noetzlin, 91190 Gif-sur-Yvette, France Email : jialin.liu(@)inria.fr CVs --- - [In English](http://www.lri.fr/~liu/cv_en_LIU_Jialin.pdf) - [En Français](http://www.lri.fr/~liu/cv_fr_LIU_Jialin.pdf) Main Topics of Research ----------------------- - Reinforcement Learning - Noisy Optimization - Algorithm Selection Education --------- - From April 2013 ph.D in progress - January 2013 Master's degree in [Bioinformatics and Biostatistics](http://www.bibs.u-psud.fr/index.php), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html) &amp; [Ecole Polytechnique ](http://www.polytechnique.edu/). - September, 2012 Engineer's degree in Computer Science (Network, Artificial Intelligence), [Polytech'Paris-Sud](http://www.hust.edu.cn/). - July, 2010 Bachelor's degree in Opto-electronic Information Engineering, [Huazhong University of Science and Technology (HUST)](http://www.hust.edu.cn/). <a name="teaching"></a>Teaching ------------------------------- - Computer Networks, 1st-year of Master in Computer Science, Université Paris-Sud. 2013-2014. - Computer Networks, 4th-year of Engineering in Computer Science, Polytech'Paris-Sud. 2013-2014. [NS2 and TPs](https://www.lri.fr/~liu/reseauxAPP4). - Computer and Internet Certificate, Université Paris-Sud. 2013-2014.
[Jialin LIU's homepage](https://www.lri.fr/~liu/ "Jialin LIU's homepage") **Short Introduction** ---------------------- I am a ph.D student (since April 2013) working on the project [POST](https://www.lri.fr/~teytaud/post.pdf) (INRIA), supervised by [Olivier Teytaud](http://www.lri.fr/~teytaud/) and [Marc Schoenauer](https://www.lri.fr/~marc/). My ph.D topic is "Strategy Optimization With Uncertainties, with Applications in Energy Management". I'm a member of the [TAO](http://tao.lri.fr/) group ([INRIA Saclay](http://www.inria.fr/centre/saclay)- [CNRS](http://www.cnrs.fr/)- [LRI](https://www.lri.fr/), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html)). **Contact** Office 2028, DIGITEO, bâtiment 660, Université Paris-Sud Rue Noetzlin, 91190 Gif-sur-Yvette, France Email : jialin.liu(@)inria.fr CVs --- - [In English](http://www.lri.fr/~liu/cv_en_LIU_Jialin.pdf) - [En Français](http://www.lri.fr/~liu/cv_fr_LIU_Jialin.pdf) Main Topics of Research ----------------------- - Reinforcement Learning - Noisy Optimization - Algorithm Selection Education --------- - From April 2013 ph.D in progress - January 2013 Master's degree in [Bioinformatics and Biostatistics](http://www.bibs.u-psud.fr/index.php), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html) &amp; [Ecole Polytechnique ](http://www.polytechnique.edu/). - September, 2012 Engineer's degree in Computer Science (Network, Artificial Intelligence), [Polytech'Paris-Sud](http://www.hust.edu.cn/). - July, 2010 Bachelor's degree in Opto-electronic Information Engineering, [Huazhong University of Science and Technology (HUST)](http://www.hust.edu.cn/). <a name="teaching"></a>Teaching ------------------------------- - Computer Networks, 1st-year of Master in Computer Science, Université Paris-Sud. 2013-2014. - Computer Networks, 4th-year of Engineering in Computer Science, Polytech'Paris-Sud. 2013-2014. [NS2 and TPs](https://www.lri.fr/~liu/reseauxAPP4). - Computer and Internet Certificate, Université Paris-Sud. 2013-2014.

Publications

olivier-teytaud

Versatile black-box optimization

Jialin Liu , Antoine Moreau , Mike Preuss , Jeremy Rapin , Baptiste Roziere
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, France. pp.620-628, ⟨10.1145/3377930.3389838⟩
Communication dans un congrès hal-03049284v1
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Direct Model Predictive Control: A Theoretical and Numerical Analysis

Marie-Liesse Cauwet , Jérémie Decock , Jialin Liu , Olivier Teytaud
PSCC 2018 - XX Power Systems Computation Conference, Jun 2018, Dublin, Ireland
Communication dans un congrès hal-01701623v1
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Learning opening books in partially observable games: using random seeds in Phantom Go

Tristan Cazenave , Jialin Liu , Fabien Teytaud , Olivier Teytaud
CIG 2016 - Computer intelligence and Games, Sep 2016, Santorini, Greece
Communication dans un congrès hal-01413229v1

Differential evolution for strongly noisy optimization: Use 1.01n resamplings at iteration n and reach the − 1/2 slope

Shih-Yuan Chiu , Ching-Nung Lin , Jialin Liu , Tsang-Cheng Su , Fabien Teytaud
2015 IEEE Congress on Evolutionary Computation (IEEE CEC 2015), May 2015, Sendai, Japan. pp.338 - 345, ⟨10.1109/CEC.2015.7256911⟩
Communication dans un congrès hal-01245526v1
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Differential Evolution for Strongly Noisy Optimization: Use 1.01$^n$ Resamplings at Iteration n and Reach the -1/2 Slope

Shih-Yuan Chiu , Ching-Nung Lin , Jialin Liu , Tsang-Cheng Su , Fabien Teytaud
2015 IEEE Congress on Evolutionary Computation (IEEE CEC), May 2015, Sendai, Japan
Communication dans un congrès hal-01120892v1

Nash Reweighting of Monte Carlo Simulations: Tsumego

David L. St-Pierre , Jialin Liu , Olivier Teytaud
2015 IEEE Congress on Evolutionary Computation (IEEE CEC 2015), May 2015, Sendai, Japan. pp.1458 - 1465, ⟨10.1109/CEC.2015.7257060⟩
Communication dans un congrès hal-01245520v1

Item response theory with fuzzy markup language for parameter estimation and validation

Wang Mei-Hui , Chi-Shiang Wang , Chang-Shing Lee , Olivier Teytaud , Jialin Liu
2015 IEEE Conference on Fuzzy Systems (FUZZ-IEEE), Aug 2015, Istanbul, Turkey. pp.1 - 7, ⟨10.1109/FUZZ-IEEE.2015.7337884⟩
Communication dans un congrès hal-01245695v1
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Variance Reduction in Population-Based Optimization: Application to Unit Commitment

Jean-Joseph Christophe , Jérémie Decock , Jialin Liu , Olivier Teytaud
Artificial Evolution (EA2015), 2015, Lyon, France
Communication dans un congrès hal-01194510v1
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The Rectangular Seeds of Domineering, Atari-Go and Breakthrough

Tristan Cazenave , Jialin Liu , Olivier Teytaud
2015 IEEE Conference on Computational Intelligence and Games (CIG), Aug 2015, Tainan, Taiwan. pp.530 - 531, ⟨10.1109/CIG.2015.7317904⟩
Communication dans un congrès hal-01245531v1
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Algorithm Portfolios for Noisy Optimization: Compare Solvers Early

Marie-Liesse Cauwet , Jialin Liu , Olivier Teytaud
Learning and Intelligent Optimization Conference, Feb 2014, Florida, United States
Communication dans un congrès hal-00926638v1
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A mathematically derived number of resamplings for noisy optimization

Jialin Liu , David L. Saint-Pierre , Olivier Teytaud
Companion - Genetic and Evolutionary Computation Conference (GECCO 2014), Jul 2014, Vancouver, Canada. pp.61-62
Communication dans un congrès hal-00979442v1
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Sparse Binary Zero-Sum Games

David Auger , Jialin Liu , Sylvie Ruette , David L. Saint-Pierre , Olivier Teytaud
Asian Conference on Machine Learning, 2014, Ho-Chi-Minh-Ville, Vietnam. pp.16
Communication dans un congrès hal-01077627v1
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Meta online learning: experiments on a unit commitment problem

Jialin Liu , Olivier Teytaud
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium
Communication dans un congrès hal-00973397v1

Noisy optimization convergence rates

Sandra Astete Morales , Jialin Liu , Olivier Teytaud
Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, Jul 2013, Amsterdam, Netherlands. pp.223--224, ⟨10.1145/2464576.2464687⟩
Communication dans un congrès hal-00863584v1
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Noisy Optimization

Sandra Astete-Morales , Marie-Liesse Cauwet , Adrien Couetoux , Jérémie Decock , Jialin Liu
Dagstuhl seminar 13271, 2013, Dagstuhl, Germany. 2013
Document associé à des manifestations scientifiques hal-00844305v1