Publications

2017

Paweł Liskowski, Wojciech Jaśkowski

Accelerating Coevolution with Adaptive Matrix Factorization (Inproceeding)

Proceedings of the Genetic and Evolutionary Computation Conference, pp. 457–464, ACM, Berlin, Germany, 2017, ISBN: 978-1-4503-4920-8.

(Links | BibTeX)

Paweł Liskowski, Krzysztof Krawiec

Discovery of Search Objectives in Continuous Domains (Inproceeding)

Proceedings of the Genetic and Evolutionary Computation Conference, pp. 969–976, ACM, Berlin, Germany, 2017, ISBN: 978-1-4503-4920-8.

(Links | BibTeX)

Paweł Liskowski, Krzysztof Krawiec

Adaptive Test Selection for Factorization-based Surrogate Fitness in Genetic Programming (Article)

Foundations of Computing and Decision Sciences, (accepted), 2017.

(BibTeX)

Paweł Liskowski, Wojciech Jaśkowski, Krzysztof Krawiec

Learning to Play Othello with Deep Neural Networks (Article)

IEEE Transactions on Computational Intelligence and AI in Games, (accepted), 2017.

(BibTeX)

Maciej Szkulmowski, Paweł Liskowski, Bartosz Wieloch, Krzysztof Krawiec, Bartosz Sikorski

Convolutional neural networks for artifact free OCT retinal angiography (Article)

Investigative Ophthalmology & Visual Science, 58 (8), pp. 649–649, 2017.

(BibTeX)

2016

Paweł Liskowski, Krzysztof Krawiec

Online Discovery of Search Objectives for Test-Based Problems (Article)

Evolutionary Computation, 25 (3), pp. 375–406, 2016.

(Links | BibTeX)

Paweł Liskowski, Krzysztof Krawiec

Segmenting Retinal Blood Vessels With Deep Neural Networks (Article)

IEEE transactions on medical imaging, 35 (11), pp. 2369–2380, 2016.

(Links | BibTeX)

Paweł Liskowski, Krzysztof Krawiec

Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming (Inproceeding)

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, pp. 749–756, ACM, Denver, Colorado, USA, 2016, ISBN: 978-1-4503-4206-3.

(Links | BibTeX)

Paweł Liskowski, Krzysztof Krawiec

Surrogate Fitness via Factorization of Interaction Matrix (Inproceeding)

Heywood, Malcolm; McDermott, James; Castelli, Mauro; Costa, Ernesto (Ed.): EuroGP 2016: Proceedings of the 19th European Conference on Genetic Programming, pp. 65–79, Springer Verlag, Porto, Portugal, 2016.

(Abstract | Links | BibTeX)

Maciej Szkulmowski, Daniel Rumiński, Paweł Liskowski, Bartosz Wieloch, Krzysztof Krawiec, Bartosz Sikorski, Maciej D. Wojtkowski

OCT Retinal Angiography Using Neural Networks (Inproceeding)

The Annual Meeting of the Association for Research in Vision and Ophthalmology, 2016.

(Links | BibTeX)

2015

Wojciech Jaśkowski, Paweł Liskowski, Marcin Szubert, Krzysztof Krawiec

The performance profile: A multi-criteria performance evaluation method for test-based problems (Article)

International Journal of Applied Mathematics and Computer Science, 26 (1), pp. 215–229, 2015.

(Links | BibTeX)

Krzysztof Krawiec, Paweł Liskowski

Automatic Derivation of Search Objectives for Test-Based Genetic Programming (Inproceeding)

Machado, Penousal; Heywood, Malcolm; McDermott, James; Castelli, Mauro; Garcia-Sanchez, Pablo; Burelli, Paolo; Risi, Sebastian; Sim, Kevin (Ed.): 18th European Conference on Genetic Programming, pp. 53–65, Springer, Copenhagen, 2015.

(Abstract | Links | BibTeX)

Marcin Szubert, Wojciech Jaśkowski, Paweł Liskowski, Krzysztof Krawiec

The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents (Inproceeding)

Mora, Antonio; Squillero, Giovanni (Ed.): Applications of Evolutionary Computation, pp. 394-405, Springer International Publishing, 2015, ISBN: 978-3-319-16548-6.

(Abstract | Links | BibTeX)

Wojciech Jaśkowski, Marcin Szubert, Paweł Liskowski, Krzysztof Krawiec

High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris (Inproceeding)

Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pp. 567–573, ACM, Madrid, Spain, 2015, ISBN: 978-1-4503-3472-3.

(Abstract | Links | BibTeX)

Paweł Liskowski, Krzysztof Krawiec, Thomas Helmuth, Lee Spector

Comparison of Semantic-aware Selection Methods in Genetic Programming (Inproceeding)

Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, pp. 1301–1307, ACM, Madrid, Spain, 2015, ISBN: 978-1-4503-3488-4.

(Abstract | Links | BibTeX)

2014

Wojciech Jaśkowski, Marcin Szubert, Paweł Liskowski

Multi-Criteria Comparison of Coevolution and Temporal Difference Learning on Othello (Inproceeding)

Esparcia-Alcazar,; Mora, (Ed.): EvoApplications 2014, pp. 301–312, Springer, 2014.

(Abstract | Links | BibTeX)

Paweł Liskowski, Krzysztof Krawiec

Discovery of implicit objectives by compression of interaction matrix in test-based problems (Incollection)

Parallel Problem Solving from Nature--PPSN XIII, pp. 611–620, Springer International Publishing, 2014.

(Links | BibTeX)

2013

Wojciech Jaśkowski, Paweł Liskowski, Marcin Szubert, Krzysztof Krawiec

Improving coevolution by random sampling (Inproceeding)

Proceedings of the 15th annual conference on Genetic and evolutionary computation, pp. 1141–1148, ACM 2013.

(Links | BibTeX)

Paweł Liskowski

Quantitative analysis of the hall of fame coevolutionary archives (Inproceeding)

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation, pp. 1683–1686, ACM 2013.

(Links | BibTeX)

Marcin Szubert, Wojciech Jaśkowski, Paweł Liskowski, Krzysztof Krawiec

Shaping fitness function for evolutionary learning of game strategies (Inproceeding)

Proceedings of the 15th annual conference on Genetic and evolutionary computation, pp. 1149–1156, ACM 2013.

(Links | BibTeX)

2012

Paweł Liskowski

Co-evolution versus Evolution with Random Sampling for Acquiring Othello Position Evaluation (Mastersthesis)

2012.

(BibTeX)

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