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Mgr. Martin Pilát Ph.D.
Academic staff at Faculty of Mathematics and Physics
2 classes
56 publications
Class
class
Nature Inspired Algorithms
+1
NAIL115 |
Faculty of Mathematics and Physics
Publications
publication
Hypervolume-Based Surrogate Model for MO-CMA-ES
2015 |
Faculty of Mathematics and Physics
publication
The effect of different local search algorithms on the performance of multi-objective optimizers
2014 |
Faculty of Mathematics and Physics
publication
Hypervolume-based local search in multi-objective evolutionary optimization
2014 |
Faculty of Mathematics and Physics
publication
A Novel Meta Learning System and Its Application to Optimization of Computing Agents' Results
2013 |
Faculty of Mathematics and Physics
publication
Meta-Learning and Model Selection in Multiobjective Evolutionary Algorithms
2012 |
Faculty of Mathematics and Physics
publication
A Surrogate Multiobjective Evolutionary Strategy with Local Search and Pre-Selection
2012 |
Faculty of Mathematics and Physics
publication
Planning and acting in dynamic environments: identifying and avoiding dangerous situations
2022 |
Faculty of Mathematics and Physics
publication
Using graph neural networks as surrogate models in genetic programming
2022 |
Faculty of Mathematics and Physics
publication
Implementing and evaluating parallel evolutionary algorithms in modern GPU computing libraries
2022 |
Faculty of Mathematics and Physics
publication
Training Electric Vehicle Charging Controllers with Imitation Learning
2021 |
Faculty of Mathematics and Physics
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