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doc. Mgr. Martin Pilát Ph.D.
Academic staff at Faculty of Mathematics and Physics
2 classes
61 publications
Class
class
Nature Inspired Algorithms
+1
NAIL115 |
Faculty of Mathematics and Physics
Publications
publication
Surprisingly Strong Performance Prediction with Neural Graph Features
2024 |
Faculty of Mathematics and Physics, Central Library of Charles University
publication
ProMap: Product Mapping Datasets
2024 |
Faculty of Mathematics and Physics
publication
International Conference on Tools for Artificial Intelligence (ICTAI) Enhancing Multi-Agent Robustness: Addressing the Off-Diagonal Problem with Population-Based Training
2024 |
Faculty of Mathematics and Physics
publication
Electronic Commerce Research Extended ProMap datasets for product mapping
2024 |
Faculty of Mathematics and Physics
publication
Machine Learning and Principles and Practice of Knowledge Discovery in Databases Improving Tiled Evolutionary Adversarial Attack
2024 |
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
publication
On Eventual Applicability of Plans in Dynamic Environments with Cyclic Phenomena
2021 |
Faculty of Mathematics and Physics
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