
Jialin Liu
Présentation
Short Introduction
I am a ph.D student (since April 2013) working on the project POST (INRIA), supervised by Olivier Teytaud and Marc Schoenauer. My ph.D topic is "Strategy Optimization With Uncertainties, with Applications in Energy Management". I'm a member of the TAO group (INRIA Saclay- CNRS- LRI, Université Paris-Sud).
Contact
Office 2028, DIGITEO, bâtiment 660, Université Paris-Sud
Rue Noetzlin, 91190 Gif-sur-Yvette, France
Email : jialin.liu(@)inria.fr
CVs
Main Topics of Research
- Reinforcement Learning
- Noisy Optimization
- Algorithm Selection
Education
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From April 2013
ph.D in progress
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January 2013
Master's degree in Bioinformatics and Biostatistics, Université Paris-Sud & Ecole Polytechnique .
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September, 2012
Engineer's degree in Computer Science (Network, Artificial Intelligence), Polytech'Paris-Sud.
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July, 2010
Bachelor's degree in Opto-electronic Information Engineering, Huazhong University of Science and Technology (HUST).
Teaching
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Computer Networks, 1st-year of Master in Computer Science, Université Paris-Sud. 2013-2014.
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Computer Networks, 4th-year of Engineering in Computer Science, Polytech'Paris-Sud. 2013-2014.
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Computer and Internet Certificate, Université Paris-Sud. 2013-2014.
Publications
Publications
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Versatile black-box optimizationGECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, France. pp.620-628, ⟨10.1145/3377930.3389838⟩
Communication dans un congrès
hal-03049284
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Direct Model Predictive Control: A Theoretical and Numerical AnalysisPSCC 2018 - XX Power Systems Computation Conference, Jun 2018, Dublin, Ireland
Communication dans un congrès
hal-01701623
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Learning opening books in partially observable games: using random seeds in Phantom GoCIG 2016 - Computer intelligence and Games, Sep 2016, Santorini, Greece. pp.55-61
Communication dans un congrès
hal-01413229
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Item response theory with fuzzy markup language for parameter estimation and validation2015 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-01245695
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Differential evolution for strongly noisy optimization: Use 1.01n resamplings at iteration n and reach the − 1/2 slope2015 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-01245526
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The Rectangular Seeds of Domineering, Atari-Go and Breakthrough2015 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-01245531
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Variance Reduction in Population-Based Optimization: Application to Unit CommitmentArtificial Evolution (EA2015), 2015, Lyon, France
Communication dans un congrès
hal-01194510
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Differential Evolution for Strongly Noisy Optimization: Use 1.01$^n$ Resamplings at Iteration n and Reach the -1/2 Slope2015 IEEE Congress on Evolutionary Computation (IEEE CEC), May 2015, Sendai, Japan
Communication dans un congrès
hal-01120892
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Nash Reweighting of Monte Carlo Simulations: Tsumego2015 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-01245520
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Algorithm Portfolios for Noisy Optimization: Compare Solvers EarlyLearning and Intelligent Optimization Conference, Feb 2014, Florida, United States
Communication dans un congrès
hal-00926638
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PHOTOVOLTAIC TECHNICAL CONFERENCE -THIN FILM & ADVANCED SILICON SOLUTIONS 2014- LIGHT TRAPPING IN HOLES OR PYRAMID PATTERNS FOR THIN FILM SOLAR CELLSPhotoVoltaic Technical Conference - Advanced materials and processes to innovative applications, May 2014, Aix-en-Provence, France
Communication dans un congrès
hal-01180707
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Meta online learning: experiments on a unit commitment problemEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium
Communication dans un congrès
hal-00973397
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Differential Evolution Algorithm Applied to Non-Stationary Bandit Problem2014 IEEE Congress on Evolutionary Computation (IEEE CEC 2014), Jul 2014, Beijing, China
Communication dans un congrès
hal-00979456
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Sparse Binary Zero-Sum GamesAsian Conference on Machine Learning, 2014, Ho-Chi-Minh-Ville, Vietnam. pp.16
Communication dans un congrès
hal-01077627
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A mathematically derived number of resamplings for noisy optimizationCompanion - Genetic and Evolutionary Computation Conference (GECCO 2014), Jul 2014, Vancouver, Canada. pp.61-62
Communication dans un congrès
hal-00979442
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Noisy optimization convergence ratesProceeding 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-00863584
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SM-ND, LU-HF AND MN-CR COMPOSITIONS OF EUCRITE, DIOGENITE AND UNGROUPED ACHONDRITES: IMPLICATIONS FOR THE FORMATION AND SOURCES OF DIFFERENTIATED PLANETESIMALS82nd Annual Meeting of The Meteoritical Society 2019(LPIContrib.No.2157), Jul 2019, Sapporo, Japan. pp.80 - 99
Communication dans un congrès
hal-02487406
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Noisy OptimizationDagstuhl seminar 13271, 2013, Dagstuhl, Germany. 2013
Document associé à des manifestations scientifiques
hal-00844305
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