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1

Policy derivation methods for critic-only reinforcement learning in continuous spaces

Alibekov, Eduard, Kubalík, Jiří, Babuška, Robert

Journal:

Engineering Applications of Artificial Intelligence

Year:

2018

Language:

english

File:

PDF, 2.18 MB

english, 2018

2

Software project portfolio optimization with advanced multiobjective evolutionary algorithms

Thomas Kremmel, Jiří Kubalík, Stefan Biffl

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 946 KB

english, 2011

3

Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming

Petr Buryan, Jiří Kubalík

Journal:

Artificial Intelligence Review

Year:

2011

Language:

english

File:

PDF, 391 KB

english, 2011

4

Protecting Medical Data for Decision-Making Analyses

Boštjan Brumen, Tatjana Welzer, Marjan Družovec, Izidor Golob, Hannu Jaakkola, Ivan Rozman, Jiři Kubalík

Journal:

Journal of Medical Systems

Year:

2005

Language:

english

File:

PDF, 3.92 MB

english, 2005

5

Optimized model tuning in medical systems

Jiří Kléma, Jiří Kubalík, Lenka Lhotská

Journal:

Computer Methods and Programs in Biomedicine

Year:

2005

Language:

english

File:

PDF, 1.04 MB

english, 2005

6

[IEEE 2008 11th EUROMICRO Conference on Digital System Design Architectures, Methods and Tools - Parma, Italy (2008.09.3-2008.09.5)] 2008 11th EUROMICRO Conference on Digital System Design Architectures, Methods and Tools - Experimental SEU Impact on Digital Design Implemented in FPGAs

Kvasnicka, Jirí, Kubalík, Pavel, Kubátová, Hana

Year:

2008

Language:

english

File:

PDF, 248 KB

english, 2008

7

[IEEE 2013 Euromicro Conference on Digital System Design (DSD) - Los Alamitos, CA, USA (2013.09.4-2013.09.6)] 2013 Euromicro Conference on Digital System Design - Comparison of FPGA and ASIC Implementation of a Linear Congruence Solver

Bucek, Jiri, Kubalik, Pavel, Lorencz, Robert, Zahradnicky, Toma

Year:

2013

Language:

english

File:

PDF, 156 KB

english, 2013

8

[IEEE 2007 IEEE Design and Diagnostics of Electronic Circuits and Systems - Krakow, Poland (2007.04.11-2007.04.13)] 2007 IEEE Design and Diagnostics of Electronic Circuits and Systems - Fault Injection and Simulation for Fault Tolerant Reconfigurable Duplex System

Kubalik, Pavel, Kvasnicka, Jiri, Kubatova, Hana

Year:

2007

Language:

english

File:

PDF, 246 KB

english, 2007

9

[IEEE The Second International Conference on Availability, Reliability and Security (ARES'07) - Vienna, Austria (2007.04.10-2007.04.13)] The Second International Conference on Availability, Reliability and Security (ARES'07) - Optimizing Events Traffic in Event-based Systems by means of Evolutionary Algorithms

Kubalik, Jiri, Mordinyi, Richard

Year:

2007

Language:

english

File:

PDF, 206 KB

english, 2007

10

[IEEE 2014 International Symposium on System-on-Chip (SoC) - Tampere, Finland (2014.10.28-2014.10.29)] 2014 International Symposium on System-on-Chip (SoC) - System on chip design of a linear system solver

Bucek, Jiri, Kubalik, Pavel, Lorencz, Robert, Zahradnicky, Tomas

Year:

2014

Language:

english

File:

PDF, 305 KB

english, 2014

11

[IEEE 2012 19th IEEE International Conference on Electronics, Circuits and Systems - (ICECS 2012) - Seville, Seville, Spain (2012.12.9-2012.12.12)] 2012 19th IEEE International Conference on Electronics, Circuits, and Systems (ICECS 2012) - Dedicated hardware implementation of a linear congruence solver in FPGA

Bucek, Jiri, Kubalik, Pavel, Lorencz, Robert, Zahradnicky, Tomas

Year:

2012

Language:

english

File:

PDF, 568 KB

english, 2012

12

[IEEE 2009 Ninth International Conference on Intelligent Systems Design and Applications - Pisa, Italy (2009.11.30-2009.12.2)] 2009 Ninth International Conference on Intelligent Systems Design and Applications - Grammatical Concept Representation for Randomised Optimisation Algorithms in Relational Learning

Buryan, Petr, Kubalík, Jirí, Inoue, Katsumi

Year:

2009

Language:

english

File:

PDF, 350 KB

english, 2009

13

Experimental Comparison of Six Population-Based Algorithms for Continuous Black Box Optimization

Pošík, Petr, Kubalík, Jiří

Journal:

Evolutionary Computation

Year:

2012

Language:

english

File:

PDF, 1.86 MB

english, 2012

14

[ACM Press the 12th annual conference comp - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference comp on Genetic and evolutionary computation - GECCO '10 - Black-box optimization benchmarking of two variants of the POEMS algorithm on the noiseless testbed

Kubalik, Jiří

Year:

2010

Language:

english

File:

PDF, 1.71 MB

english, 2010

15

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Multiobjective evolutionary algorithm for software project portfolio optimization

Kremmel, Thomas, Kubalik, Jiří, Biffl, Stefan

Year:

2010

Language:

english

File:

PDF, 279 KB

english, 2010

16

[ACM Press the 11th annual conference companion - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference - GECCO '09 - Black-box optimization benchmarking of prototype optimization with evolved improvement steps for noiseless function testbed

Kubalik, Jiří

Year:

2009

Language:

english

File:

PDF, 984 KB

english, 2009

17

[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - Solving the sorting network problem using iterative optimization with evolved hypermutations

Kubalík, Jiří

Year:

2009

Language:

english

File:

PDF, 524 KB

english, 2009

18

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Solving the DNA fragment assembly problem efficiently using iterative optimization with evolved hypermutations

Kubalik, Jiří, Buryan, Petr, Wagner, Libor

Year:

2010

Language:

english

File:

PDF, 281 KB

english, 2010

19

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Context-sensitive refinements for stochasticoptimization algorithms in inductive logic programming

Buryan, Petr, Kubalik, Jiři

Year:

2010

Language:

english

File:

PDF, 440 KB

english, 2010

20

[ACM Press Proceeding of the fifteenth annual conference companion - Amsterdam, The Netherlands (2013.07.06-2013.07.10)] Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion - GECCO '13 Companion - Evolutionary hyperheuristic for capacitated vehicle routing problem

Mlejnek, Jaromír, Kubalik, Jiří

Year:

2013

Language:

english

File:

PDF, 313 KB

english, 2013

21

[IEEE 2014 14th International Conference on Intelligent Systems Design and Applications (ISDA) - Okinawa, Japan (2014.11.28-2014.11.30)] 2014 14th International Conference on Intelligent Systems Design and Applications - A novel evolutionary algorithm with indirect representation and extended nearest neighbor constructive procedure for solving routing problems

Kubalik, Jiri, Snizek, Michal

Year:

2014

Language:

english

File:

PDF, 401 KB

english, 2014

22

[ACM Press the Companion Publication of the 2015 - Madrid, Spain (2015.07.11-2015.07.15)] Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15 - Selection Hyper-Heuristic Using a Portfolio of Derivative Heuristics

Hruška, František, Kubalík, Jiří

Year:

2015

Language:

english

File:

PDF, 656 KB

english, 2015

23

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Efficient stochastic local search algorithm for solving the shortest common supersequence problem

Kubalík, Jiří

Year:

2010

Language:

english

File:

PDF, 387 KB

english, 2010

24

[IEEE 2014 21st IEEE International Conference on Electronics, Circuits and Systems (ICECS) - Marseille, France (2014.12.7-2014.12.10)] 2014 21st IEEE International Conference on Electronics, Circuits and Systems (ICECS) - An ASIC linear congruence solver synthesized with three cell libraries

Bucek, Jiri, Kubalik, Pavel, Lorencz, Robert, Zahradnicky, Tomas

Year:

2014

Language:

english

File:

PDF, 256 KB

english, 2014

25

Design of a Residue Number System Based Linear System Solver in Hardware

Buček, Jiří, Kubalík, Pavel, Lórencz, Róbert, Zahradnický, Tomáš

Journal:

Journal of Signal Processing Systems

Year:

2017

Language:

english

File:

PDF, 1.92 MB

english, 2017

26

Policy Derivation Methods for Critic-Only Reinforcement Learning in Continuous Action Spaces

Alibekov, Eduard, Kubalik, Jiri, Babuska, Robert

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 558 KB

english, 2016

27

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Symbolic method for deriving policy in reinforcement learning

Alibekov, Eduard, Kubalik, Jiri, Babuska, Robert

Year:

2016

Language:

english

File:

PDF, 835 KB

english, 2016

28

Optimal Control via Reinforcement Learning with Symbolic Policy Approximation

Kubalík, Jiří, Alibekov, Eduard, Babuška, Robert

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 615 KB

english, 2017

29

[IEEE 2018 IEEE International Conference on Robotics and Automation (ICRA) - Brisbane, QLD (2018.5.21-2018.5.25)] 2018 IEEE International Conference on Robotics and Automation (ICRA) - Data-driven Construction of Symbolic Process Models for Reinforcement Learning

Derner, Erik, Kubalik, Jiri, Babuska, Robert

Year:

2018

Language:

english

File:

PDF, 1.19 MB

english, 2018

30

[IEEE 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Madrid, Spain (2018.10.1-2018.10.5)] 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Reinforcement Learning with Symbolic Input-Output Models

Derner, Erik, Kubalik, Jiri, Babuska, Robert

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

31

An Integrated Approach to Goal Selection in Mobile Robot Exploration

Kulich, Miroslav, Kubalík, Jiří, Přeučil, Libor

Journal:

Year:

2019

Language:

english

File:

PDF, 1.44 MB

english, 2019

32

ANNALS EXPRESS: Cytological-energy analysis of pleural effusions

Kelbich, Petr, Malý, Vilém, Matuchová, Inka, Čegan, Martin, Staněk, Ivan, Král, Jiří, Karpjuk, Ondřej, Moudrá-Wünschová, Irena, Kubalík, Jan, Hanuljaková, Eva, Krejsek, Jan

Journal:

Annals of Clinical Biochemistry

Year:

2019

Language:

english

File:

PDF, 837 KB

english, 2019

33

Proxy Functions for Approximate Reinforcement Learning

Alibekov, Eduard, Kubalík, Jiří, Babuška, Robert

Journal:

IFAC-PapersOnLine

Year:

2019

Language:

english

File:

PDF, 889 KB

english, 2019

34

Proxy Functions for Approximate Reinforcement Learning

Alibekov, Eduard, Kubalík, Jiří, Babuška, Robert

Journal:

IFAC-PapersOnLine

Year:

2019

File:

PDF, 889 KB

2019