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Jiri Kubalik
Jiri Kubalik
Czech Institute of Informatics, Robotics and Cybernetics, CTU in Prague
Geverifieerd e-mailadres voor cvut.cz
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Jaar
Software project portfolio optimization with advanced multiobjective evolutionary algorithms
T Kremmel, J Kubalík, S Biffl
Applied Soft Computing 11 (1), 1416-1426, 2011
902011
Iterative prototype optimisation with evolved improvement steps
J Kubalik, J Faigl
European Conference on Genetic Programming, 154-165, 2006
362006
Symbolic regression methods for reinforcement learning
J Kubalík, E Derner, J Žegklitz, R Babuška
IEEE Access 9, 139697-139711, 2021
302021
Symbolic method for deriving policy in reinforcement learning
E Alibekov, J Kubalík, R Babuška
2016 IEEE 55th Conference on Decision and Control (CDC), 2789-2795, 2016
282016
Genetic algorithms and their testing
J Kubalı́k, J Lažanský
AIP Conference Proceedings 465 (1), 217-229, 1999
281999
Symbolic regression driven by training data and prior knowledge
J Kubalík, E Derner, R Babuška
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 958-966, 2020
272020
Clustering methods for agent distribution optimization
J Kubalik, P Tichy, R Sindelar, RJ Staron
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2009
272009
Symformer: End-to-end symbolic regression using transformer-based architecture
M Vastl, J Kulhánek, J Kubalík, E Derner, R Babuška
IEEE Access, 2024
252024
Multi-objective symbolic regression for physics-aware dynamic modeling
J Kubalík, E Derner, R Babuška
Expert Systems with Applications 182, 115210, 2021
212021
Solving the DNA fragment assembly problem efficiently using iterative optimization with evolved hypermutations
J Kubalik, P Buryan, L Wagner
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
202010
Optimal control via reinforcement learning with symbolic policy approximation
J Kubalík, E Alibekov, R Babuška
IFAC-PapersOnLine 50 (1), 4162-4167, 2017
192017
Evolutionary hyperheuristic for capacitated vehicle routing problem
J Mlejnek, J Kubalik
Proceedings of the 15th annual conference companion on Genetic and …, 2013
192013
Rescue operation planning by soft computing techniques
M Kulich, J Kubalik, J Kléma, J Faigl
IEEE 4th International Conference on Intelligent Systems Design and …, 2004
192004
Constructing parsimonious analytic models for dynamic systems via symbolic regression
E Derner, J Kubalík, N Ancona, R Babuška
Applied Soft Computing 94, 106432, 2020
182020
An integrated approach to goal selection in mobile robot exploration
M Kulich, J Kubalík, L Přeučil
Sensors 19 (6), 1400, 2019
182019
Policy derivation methods for critic-only reinforcement learning in continuous spaces
E Alibekov, J Kubalík, R Babuška
Engineering Applications of Artificial Intelligence 69, 178-187, 2018
182018
Hyper-heuristic based on iterated local search driven by evolutionary algorithm
J Kubalík
Evolutionary Computation in Combinatorial Optimization: 12th European …, 2012
152012
Reinforcement learning with symbolic input-output models
E Derner, J Kubalík, R Babuška
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
142018
Enhanced symbolic regression through local variable transformations
J Kubalık, E Derner, R Babuška
Proceedings of the 9th International Joint Conference on Computational …, 2017
142017
Data-driven construction of symbolic process models for reinforcement learning
E Derner, J Kubalík, R Babuška
2018 IEEE International Conference on Robotics and Automation (ICRA), 5105-5112, 2018
122018
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