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ORCIDJan Zegklitz
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Journal Articles
- 2021
[j6]Jirí Kubalík
, Erik Derner, Jan Zegklitz, Robert Babuska:
Symbolic Regression Methods for Reinforcement Learning. IEEE Access 9: 139697-139711 (2021)- [j5]Martin Brablc, Jan Zegklitz, Robert Grepl, Robert Babuska:
Control of Magnetic Manipulator Using Reinforcement Learning Based on Incrementally Adapted Local Linear Models. Complex. 2021: 6617309:1-6617309:12 (2021) - [j4]Jan Zegklitz, Petr Posík:
Benchmarking state-of-the-art symbolic regression algorithms. Genet. Program. Evolvable Mach. 22(1): 5-33 (2021) - 2019
- [j3]Jan Zegklitz, Petr Posík:
Symbolic regression in dynamic scenarios with gradually changing targets. Appl. Soft Comput. 83 (2019) - 2016
- [j2]Jirí Kubalík, Eduard Alibekov, Jan Zegklitz, Robert Babuska:
Hybrid Single Node Genetic Programming for Symbolic Regression. Trans. Comput. Collect. Intell. 24: 61-82 (2016) - 2015
- [j1]Július Bems, Oldrich Starý, Martin Macas, Jan Zegklitz, Petr Posík:
Innovative default prediction approach. Expert Syst. Appl. 42(17-18): 6277-6285 (2015)
Conference and Workshop Papers
- 2019
- [c4]Jan Zegklitz, Petr Posík:
Sequential Model Building in Symbolic Regression. ITAT 2019: 51-57 - 2017
- [c3]Jan Zegklitz, Petr Posík:
Linear combinations of features as leaf nodes in symbolic regression. GECCO (Companion) 2017: 145-146 - 2015
- [c2]Jan Zegklitz, Petr Posík:
Symbolic Regression by Grammar-based Multi-Gene Genetic Programming. GECCO (Companion) 2015: 1217-1220 - [c1]Jan Zegklitz, Petr Posík:
Model Selection and Overfitting in Genetic Programming: Empirical Study. GECCO (Companion) 2015: 1527-1528
Informal and Other Publications
- 2019
- [i4]Jirí Kubalík, Jan Zegklitz, Erik Derner, Robert Babuska:
Symbolic Regression Methods for Reinforcement Learning. CoRR abs/1903.09688 (2019) - 2017
- [i3]Jan Zegklitz, Petr Posík:
Symbolic Regression Algorithms with Built-in Linear Regression. CoRR abs/1701.03641 (2017) - [i2]Jan Zegklitz, Petr Posík:
Learning Linear Feature Space Transformations in Symbolic Regression. CoRR abs/1704.05134 (2017) - 2015
- [i1]Jan Zegklitz, Petr Posík:
Model Selection and Overfitting in Genetic Programming: Empirical Study. CoRR abs/1504.08168 (2015)
Coauthor Index
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