Jialin LIU

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I'm doing a postdoc in the UK. I received a Ph.D. Degree in Computer Science from the Inria Saclay and the Université Paris-Saclay (France) in December 2015 and a Master degree in Bioinformatics and Biostatistics from the École Polytechnique and the Université Paris-Sud (France) in 2013. My research interests include AI in games, adversarial portfolios and noisy optimisation. Since April 2013, I work on the project POST (INRIA). The energy investments are difficult because of uncertainties. Some uncertainties can be modeled by the probabilities. But there are difficult issues such as the evolution of technology and the penalisation of CO2, which can not be presented by probabilities. Als...

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Aktivität
Info

Jialin LIU

Präsentationen

Sparse Binary Zero Sum Games (ACML2014)

Algorithm Portfolios for Noisy Optimization: Compare Solvers Early (LION8)

My PhD defence

GVGAI Single-Player Learning Competition at IEEE CIG17

Slides banditrmhc

Dokumente

Noisy Optimization Convergence Rates (GECCO2013)

Meta online learning: experiments on a unit commitment problem (ESANN2014)

A Mathematically Derived Number of Resamplings for Noisy Optimization (GECCO2014)

Gefällt mir

Machine learning 2016: deep networks and Monte Carlo Tree Search

Derandomized evolution strategies (quasi-random)

Derivative Free Optimization