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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
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
publication
On Eventual Applicability of Plans in Dynamic Environments with Cyclic Phenomena
2021 |
Faculty of Mathematics and Physics
publication
Beating White-Box Defenses with Black-Box Attacks
2021 |
Faculty of Mathematics and Physics
publication
Heterogeneous Island Models and Their Application to Recommender Systems and Electric Vehicle Charging
2020 |
Faculty of Mathematics and Physics
publication
Compiling Planning Problems with Non-deterministic Events into FOND Planning
2020 |
Faculty of Mathematics and Physics
publication
Planning and Acting with Non-Deterministic Events: Navigating between Safe States
2020 |
Faculty of Mathematics and Physics
publication
Erratic server behavior detection using machine learning on streams of monitoring data
2020 |
Faculty of Mathematics and Physics
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