Jirí Kubalík

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 22

Top Topics

Nearest Neighbor

Symbolic Regression

Genetic Programming

Reinforcement Learning

Top Venues

GECCO (Companion)

Publications

Martin Vastl, Jonas Kulhanek, Jirí Kubalík, Erik Derner, Robert Babuska
SymFormer: End-to-End Symbolic Regression Using Transformer-Based Architecture. IEEE Access 12 (2024)
Jirí Kubalík, Erik Derner, Robert Babuska
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression. IEEE Access 11 (2023)
Jirí Kubalík, Erik Derner, Robert Babuska
Neural Networks for Symbolic Regression. CoRR (2023)
Martin Vastl, Jonás Kulhánek, Jirí Kubalík, Erik Derner, Robert Babuska
SymFormer: End-to-end symbolic regression using transformer-based architecture. CoRR (2022)
Erik Derner, Jirí Kubalík, Robert Babuska
Selecting Informative Data Samples for Model Learning Through Symbolic Regression. IEEE Access 9 (2021)
Jirí Kubalík, Erik Derner, Jan Zegklitz, Robert Babuska
Symbolic Regression Methods for Reinforcement Learning. IEEE Access 9 (2021)
Jirí Kubalík, Erik Derner, Robert Babuska
Multi-objective symbolic regression for physics-aware dynamic modeling. Expert Syst. Appl. 182 (2021)
Erik Derner, Jirí Kubalík, Robert Babuska
Guiding Robot Model Construction with Prior Features. IROS (2021)
Jirí Kubalík, Erik Derner, Robert Babuska
Symbolic regression driven by training data and prior knowledge. GECCO (2020)
Jirí Kubalík, Erik Derner, Robert Babuska
Symbolic Regression Driven by Training Data and Prior Knowledge. CoRR (2020)
Erik Derner, Jirí Kubalík, Nicola Ancona, Robert Babuska
Constructing parsimonious analytic models for dynamic systems via symbolic regression. Appl. Soft Comput. 94 (2020)
Miroslav Kulich, Jirí Kubalík, Libor Preucil
An Integrated Approach to Goal Selection in Mobile Robot Exploration. CoRR (2020)
Erik Derner, Jirí Kubalík, Nicola Ancona, Robert Babuska
Symbolic Regression for Constructing Analytic Models in Reinforcement Learning. CoRR (2019)
Jirí Kubalík, Jan Zegklitz, Erik Derner, Robert Babuska
Symbolic Regression Methods for Reinforcement Learning. CoRR (2019)
Jirí Kubalík, Petr Kadera, Václav Jirkovský, Lukás Kurilla, Simon Prokop
Plant Layout Optimization Using Evolutionary Algorithms. HoloMAS (2019)
Miroslav Kulich, Jirí Kubalík, Libor Preucil
An Integrated Approach to Goal Selection in Mobile Robot Exploration. Sensors 19 (6) (2019)
Erik Derner, Jirí Kubalík, Robert Babuska
Data-driven Construction of Symbolic Process Models for Reinforcement Learning. ICRA (2018)
Erik Derner, Jirí Kubalík, Robert Babuska
Reinforcement Learning with Symbolic Input-Output Models. IROS (2018)
Eduard Alibekov, Jirí Kubalík, Robert Babuska
Policy derivation methods for critic-only reinforcement learning in continuous spaces. Eng. Appl. Artif. Intell. 69 (2018)
Jirí Kubalík, Erik Derner, Robert Babuska
Enhanced Symbolic Regression Through Local Variable Transformations. IJCCI (2017)
Eduard Alibekov, Jirí Kubalík, Robert Babuska
Symbolic method for deriving policy in reinforcement learning. CDC (2016)
Jirí Kubalík, Eduard Alibekov, Jan Zegklitz, Robert Babuska
Hybrid Single Node Genetic Programming for Symbolic Regression. Trans. Comput. Collect. Intell. 24 (2016)
Jirí Kubalík, Robert Babuska
An Improved Single Node Genetic Programming for Symbolic Regression. IJCCI (ECTA) (2015)
Frantisek Hruska, Jirí Kubalík
Selection Hyper-Heuristic Using a Portfolio of Derivative Heuristics. GECCO (Companion) (2015)
Jirí Kubalík, Michal Snizek
A novel evolutionary algorithm with indirect representation and extended nearest neighbor constructive procedure for solving routing problems. ISDA (2014)
Jirí Kubalík, Jaroslav Pokorný, Martin Vita, Peter Vojtás
Generic Private Social Network for Knowledge Management. WISE Workshops (2014)
Ján Cerný, Jirí Kubalík
Analysis of Co-evolutionary Approach for Robotic Gait Generation. IJCCI (2013)
Jaromír Mlejnek, Jirí Kubalík
Evolutionary hyperheuristic for capacitated vehicle routing problem. GECCO (Companion) (2013)
Ján Cerný, Jirí Kubalík
Co-evolutionary Approach to Design of Robotic Gait. EvoApplications (2013)
Petr Posík, Jirí Kubalík
Experimental Comparison of Six Population-Based Algorithms for Continuous Black Box Optimization. Evol. Comput. 20 (4) (2012)
Michal Kopecky, Jaroslav Pokorný, Peter Vojtás, Jirí Kubalík, Kamil Matousek, Milos Maryska, Ota Novotný, Ladislav Peska
Testing and Evaluating Software in a Social Network Creating Baseline Knowledge. EJC (2012)
Kamil Matousek, Jirí Kubalík, Martin Necaský, Peter Vojtás
Exploiting Potential of the Professional Social Network Portal "SitIT". ADBIS Workshops (2012)
Jirí Kubalík
Hyper-Heuristic Based on Iterated Local Search Driven by Evolutionary Algorithm. EvoCOP (2012)
Peter Vojtás, Jaroslav Pokorný, Martin Necaský, Tomás Skopal, Kamil Matousek, Jirí Kubalík, Ota Novotný, Milos Maryska
SoSIReČR - IT professional social network. CASoN (2011)
Petr Buryan, Jirí Kubalík
Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming. Artif. Intell. Rev. 35 (1) (2011)
Thomas Kremmel, Jirí Kubalík, Stefan Biffl
Software project portfolio optimization with advanced multiobjective evolutionary algorithms. Appl. Soft Comput. 11 (1) (2011)
Jirí Kubalík
Evolutionary-based iterative local search algorithm for the shortest common supersequence problem. GECCO (2011)
Jirí Kubalík, Pavel Tichý, Radek Sindelár, Raymond J. Staron
Clustering Methods for Agent Distribution Optimization. IEEE Trans. Syst. Man Cybern. Part C 40 (1) (2010)
Petr Buryan, Jirí Kubalík
Context-sensitive refinements for stochasticoptimization algorithms in inductive logic programming. GECCO (2010)
Jirí Kubalík
Black-box optimization benchmarking of two variants of the POEMS algorithm on the noiseless testbed. GECCO (Companion) (2010)
Thomas Kremmel, Jirí Kubalík, Stefan Biffl
Multiobjective evolutionary algorithm for software project portfolio optimization. GECCO (2010)
Petr Posík, Jirí Kubalík
Comparison of cauchy EDA and pPOEMS algorithms on the BBOB noiseless testbed. GECCO (Companion) (2010)
Jirí Kubalík, Petr Buryan, Libor Wagner
Solving the DNA fragment assembly problem efficiently using iterative optimization with evolved hypermutations. GECCO (2010)
Jirí Kubalík
Efficient stochastic local search algorithm for solving the shortest common supersequence problem. GECCO (2010)
Petr Buryan, Jirí Kubalík, Katsumi Inoue
Grammatical Concept Representation for Randomised Optimisation Algorithms in Relational Learning. ISDA (2009)
Jirí Kubalík
Solving the sorting network problem using iterative optimization with evolved hypermutations. GECCO (2009)
Jirí Kubalík
Black-box optimization benchmarking of prototype optimization with evolved improvement steps for noiseless function testbed. GECCO (Companion) (2009)
Jirí Kubalík
Solving the Multiple Sequence Alignment Problem Using Prototype Optimization with Evolved Improvement Steps. ICANNGA (2009)
Jirí Kubalík, Richard Mordinyi, Stefan Biffl
Multiobjective Prototype Optimization with Evolved Improvement Steps. EvoCOP (2008)
Jirí Kubalík, Richard Mordinyi
Optimizing Events Traffic in Event-based Systems by means of Evolutionary Algorithms. ARES (2007)
Jirí Kubalík, Jan Faigl
Iterative Prototype Optimisation with Evolved Improvement Steps. EuroGP (2006)
Jirí Kubalík
Real-Parameter Optimization by Iterative Prototype Optimization with Evolved Improvement Steps. IEEE Congress on Evolutionary Computation (2006)
Jirí Kubalík, Petr Posík, Jan Herold
A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration. PPSN (2006)
Jan Suchý, Jirí Kubalík
Inducing Diverse Decision Forests with Genetic Programing. EuroGP (2005)
Jirí Kléma, Jirí Kubalík, Lenka Lhotská
Optimized model tuning in medical systems. Comput. Methods Programs Biomed. 80 (Supplement-1) (2005)
Jirí Kubalík, Marcel Jirina, Oldrich Starý, Lenka Lhotská, Jan Suchý
Application of Soft Computing Techniques to Classification of Licensed Subjects. BASYS (2004)
Milan Rollo, Petr Novák, Jirí Kubalík, Michal Pechoucek
Alarm Root Cause Detection System. BASYS (2004)
Jirí Kubalík, Jirí Kléma, Miroslav Kulich
Application of Soft Computing Techniques to Rescue Operation Planning. ICAISC (2004)
Jirí Kubalík, Jan Koutník, Léon J. M. Rothkrantz
Grammatical Evolution with Bidirectional Representation. EuroGP (2003)
Jirí Kléma, Jirí Kubalík, Jiri Palous
Optimized Model Tuning in Medical Systems. CBMS (2002)
Jirí Kubalík, Léon J. M. Rothkrantz, Jirí Lazanský
Genetic Algorithm with Limited Convergence. JCIS (2002)
Jirí Kubalík, Jirí Lazanský, Petr Zikl
Layout Problem Optimization Using Genetic Algorithms. BASYS (2002)