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Krzysztof Krawiec

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'''[[Main Page|Home]] * [[People]] * Krzysztof Krawiec'''

[[FILE:KrzysztofKrawiec.jpg|border|right|thumb|link=http://www.cs.put.poznan.pl/kkrawiec/| Krzysztof Krawiec <ref>[http://www.cs.put.poznan.pl/kkrawiec/ Krzysztof Krawiec Site/Main]</ref> ]]

'''Krzysztof Krawiec''',<br/>
a Polish computer scientist and associate professor affiliated to Laboratory of Intelligent Decision Support Systems,
Institute of Computing Science, [https://en.wikipedia.org/wiki/Pozna%C5%84_University_of_Technology Poznań University of Technology].
His research interests include [https://en.wikipedia.org/wiki/Program_synthesis program synthesis], [[Genetic Programming#EvolutionaryComputation|evolutionary computation]], in particular [[Genetic Programming|genetic programming]], [https://en.wikipedia.org/wiki/Coevolution coevolution] and evolutionary computation applied to [[Games|games]],
[[Pattern Recognition|pattern recognition]] and [[Learning|visual learning]] <ref>[http://www.cs.put.poznan.pl/kkrawiec/ Krzysztof Krawiec Site/Main]</ref>. In 2002/2003, Krzysztof Krawiec was visiting researcher at [https://en.wikipedia.org/wiki/University_of_California,_Riverside University of California, Riverside], and in 2013/2014, visiting scientist at [[Massachusetts Institute of Technology]] <ref>[https://www.linkedin.com/pub/krzysztof-krawiec/38/9aa/411 Krzysztof Krawiec | LinkedIn]</ref>.

=Selected Publications=
<ref>[https://dblp.uni-trier.de/pers/hd/k/Krawiec:Krzysztof.html dblp: Krzysztof Krawiec]</ref>
<ref>[http://www.cs.bham.ac.uk/~wbl/biblio/gp-html/KrzysztofKrawiec.html Genetic Programming Bibliography entries for Krzysztof Krawiec]</ref>
==1995 ...==
* [https://dblp.uni-trier.de/pers/hd/j/Jelonek:Jacek.html Jacek Jelonek], [[Krzysztof Krawiec]], [https://dblp.uni-trier.de/pers/hd/s/Slowinski:Roman.html Roman Slowinski] ('''1995'''). ''[https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1467-8640.1995.tb00036.x Rough Set Reduction of Attributes and their Domains for Neural Networks]''. [https://en.wikipedia.org/wiki/Computational_Intelligence_(journal) Computational Intelligence], Vol. 11, No. 2
* [[Krzysztof Krawiec]], [https://dblp.uni-trier.de/pers/hd/s/Slowinski:Roman.html Roman Slowinski], [https://dblp.uni-trier.de/pers/hd/s/Szczesniak:Irmina.html Irmina Szczesniak] ('''1998'''). ''[https://link.springer.com/chapter/10.1007%2F3-540-69115-4_6 Pedagogical Method for Extraction of Symbolic Knowledge from Neural Networks]''. [https://link.springer.com/book/10.1007%2F3-540-69115-4 Rough Sets and Current Trends in Computing 1998]
==2000 ...==
* [[Krzysztof Krawiec]] ('''2001'''). ''[https://link.springer.com/chapter/10.1007/3-540-44692-3_26 Genetic Programming with Local Improvement for Visual Learning from Examples]''. [https://dblp.uni-trier.de/db/conf/caip/caip2001.html CAIP 2001]
* [[Krzysztof Krawiec]] ('''2002'''). ''[https://link.springer.com/article/10.1023/A:1020984725014 Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks]''. [https://dblp.uni-trier.de/db/journals/gpem/gpem3.html Genetic Programming and Evolvable Machines, Vol. 3], No. 4
* [[Krzysztof Krawiec]], [https://www.vislab.ucr.edu/PEOPLE/BIR_BHANU/index.php Bir Bhanu] ('''2003'''). ''[https://link.springer.com/chapter/10.1007%2F3-540-45065-3_20 Coevolutionary Feature Learning for Object Recognition]''. [https://dblp.uni-trier.de/db/conf/mldm/mldm2003.html MLDM 2003]
* [[Krzysztof Krawiec]], [https://www.vislab.ucr.edu/PEOPLE/BIR_BHANU/index.php Bir Bhanu] ('''2003'''). ''[https://link.springer.com/chapter/10.1007/3-540-45105-6_39 Coevolution and Linear Genetic Programming for Visual Learning]''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2003-1.html GECCO 2003]
==2005 ...==
* [https://www.vislab.ucr.edu/PEOPLE/BIR_BHANU/index.php Bir Bhanu], [http://gpbib.cs.ucl.ac.uk/gp-html/YingqiangLin.html Yingqiang Lin], [[Krzysztof Krawiec]] ('''2005'''). ''[https://link.springer.com/book/10.1007%2Fb105515 Evolutionary Synthesis of Pattern Recognition Systems]''. [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Krzysztof Krawiec]] ('''2007'''). ''[https://www.sciencedirect.com/science/article/abs/pii/S0167865507002462 Generative Learning of Visual Concepts using Multiobjective Genetic Programming]''. [https://en.wikipedia.org/wiki/Pattern_Recognition_Letters Pattern Recognition Letters], Vol. 28, No. 16
* [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]], [[Bartosz Wieloch]] ('''2007'''). ''BrilliANT: The Winner Entry of the GECCO'2007 Ant Wars Contest.'' Technical report, [http://www.cs.put.poznan.pl/wjaskowski/pub/papers/jaskowski07antwars.pdf pdf]
* [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]], [[Bartosz Wieloch]] ('''2008'''). ''Winning Ant Wars: Evolving a Human-Competitive Game Strategy using Fitnessless Selection''. [https://dblp.uni-trier.de/db/conf/eurogp/eurogp2008.html EuroGP 2008] <ref>[http://www.cs.put.poznan.pl/wjaskowski/projects/ant-wars Ant Wars] by [[Wojciech Jaśkowski]]</ref>
* [[Wojciech Jaśkowski]], [[Bartosz Wieloch]], [[Krzysztof Krawiec]] ('''2008'''). ''Fitnessless Coevolution''. [http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2008.html#JaskowskiKW08 GECCO'08], [http://www.cs.put.poznan.pl/wjaskowski/pub/papers/jaskowski08fitnessless.pdf pdf]
* [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]], [[Bartosz Wieloch]] ('''2008'''). ''Evolving Strategy for a Probabilistic Game of Imperfect Information using Genetic Programming''. Genetic Programming and Evolvable Machines, Vol. 9, No. 4, [http://www.cs.put.poznan.pl/wjaskowski/pub/papers/jaskowski08evolving.pdf pdf]
* [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]] ('''2009'''). ''[https://www.academia.edu/4601810/Formal_Analysis_and_Algorithms_for_Extracting_Coordinate_Systems_of_Games Formal Analysis and Algorithms for Extracting Coordinate Systems of Games]''. [https://dblp.uni-trier.de/db/conf/cig/cig2009.html CIG 2009]
* [[Marcin Szubert]], [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]] ('''2009'''). ''Coevolutionary Temporal Difference Learning for Othello''. [[IEEE#CIG|IEEE Symposium on Computational Intelligence and Games]], [http://www.cs.put.poznan.pl/wjaskowski/pub/papers/szubert09coevolutionary.pdf pdf]
==2010 ...==
* [[Krzysztof Krawiec]], [[Marcin Szubert]] ('''2010'''). ''[https://ieeexplore.ieee.org/document/5586054?arnumber=5586054 Coevolutionary Temporal Difference Learning for small-board Go]''. [[IEEE#EC|IEEE Congress on Evolutionary Computation]]
* [[Krzysztof Krawiec]], [[Marcin Szubert]] ('''2011'''). ''Learning N-Tuple Networks for Othello by Coevolutionary Gradient Search''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2011.html GECCO 2011], [http://www.cs.put.poznan.pl/mszubert/pub/krawiec2011gecco.pdf pdf]
* [[Krzysztof Krawiec]], [[Wojciech Jaśkowski]], [[Marcin Szubert]] ('''2011'''). ''[https://content.sciendo.com/view/journals/amcs/21/4/article-p717.xml Evolving small-board Go players using Coevolutionary Temporal Difference Learning with Archives]''. [https://en.wikipedia.org/wiki/International_Journal_of_Applied_Mathematics_and_Computer_Science International Journal of Applied Mathematics and Computer Science], Vol. 21, No. 4 » [[Go]]
* [[Marcin Szubert]], [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]] ('''2011'''). ''Learning Board Evaluation Function for Othello by Hybridizing Coevolution with Temporal Difference Learning''. [http://control.ibspan.waw.pl:3000/mainpage Control and Cybernetics], Vol. 40, No. 3, [http://www.cs.put.poznan.pl/wjaskowski/pub/papers/szubert2011learning.pdf pdf]
* [[Marcin Szubert]], [[Krzysztof Krawiec]] ('''2012'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-32964-7_22 Autonomous Shaping via Coevolutionary Selection of Training Experience]''. [https://dblp.uni-trier.de/db/conf/ppsn/ppsn2012-2.html 12. PPSN]
* [[Marcin Szubert]], [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]] ('''2013'''). ''[https://www.academia.edu/4601823/On_Scalability_Generalization_and_Hybridization_of_Coevolutionary_Learning_A_Case_Study_for_Othello On Scalability, Generalization, and Hybridization of Coevolutionary Learning: a Case Study for Othello]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 5, No. 3
* [[Marcin Szubert]], [[Wojciech Jaśkowski]], [[Paweł Liskowski]], [[Krzysztof Krawiec]] ('''2013'''). ''Shaping Fitness Function for Evolutionary Learning of Game Strategies''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2013.html GECCO 2013], [http://www.cs.put.poznan.pl/wjaskowski/pub/papers/szubert2013shaping.pdf pdf]
* [[Wojciech Jaśkowski]], [[Paweł Liskowski]], [[Marcin Szubert]], [[Krzysztof Krawiec]] ('''2013'''). ''Improving Coevolution by Random Sampling''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2013.html GECCO 2013], [http://www.cs.put.poznan.pl/mszubert/pub/jaskowski2013gecco.pdf pdf]
* [[Bartosz Wieloch]], [[Krzysztof Krawiec]] ('''2013'''). ''Running Programs Backwards: Instruction Inversion for Effective Search in Semantic Spaces''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2013.html GECCO 2013]
* [https://ignacioarnaldo.com/ Ignacio Arnaldo], [[Krzysztof Krawiec]], [https://alfagroup.csail.mit.edu/unamay Una-May O'Reilly] ('''2014'''). ''Multiple Regression Genetic Programming''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2014.html GECCO 2014], [http://www.cs.put.poznan.pl/kkrawiec/wiki/uploads/Site/2015GeccoMRGP.pdf pdf]
==2015 ...==
* [[Marcin Szubert]], [[Wojciech Jaśkowski]], [[Paweł Liskowski]], [[Krzysztof Krawiec]] ('''2015'''). ''[https://link.springer.com/chapter/10.1007/978-3-319-16549-3_32 The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents]''. [https://dblp.uni-trier.de/db/conf/evoW/evoappl2015.html EvoApplications 2015]
* [[Paweł Liskowski]], [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]] ('''2017'''). ''Learning to Play Othello with Deep Neural Networks''. [https://arxiv.org/abs/1711.06583 arXiv:1711.06583] <ref>[https://en.wikipedia.org/wiki/Edax_(computing) Edax] by [[Richard Delorme]]</ref>
* [[Paweł Liskowski]], [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]] ('''2018'''). ''Learning to Play Othello with Deep Neural Networks''. [[IEEE#TOG|IEEE Transactions on Games]]

=External Links=
* [http://www.cs.put.poznan.pl/kkrawiec/ Krzysztof Krawiec Site/Main]
* [https://scholar.google.com/citations?user=Zt939gYAAAAJ&hl=en Krzysztof Krawiec - Google Scholar Citations]
* [https://www.linkedin.com/in/krzysztof-krawiec-4119aa38 Krzysztof Krawiec | LinkedIn]

=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Krawiec]]

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