Pawel Liskowski

Rupesh Kumar Srivastava

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Neuromemetic Evolutionary Optimization.

[BibT_eX]

[DOI]

Nihat Engin Toklu

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Program synthesis as latent continuous optimization: evolutionary search in neural embeddings.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2018

Learning to Play Othello With Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2018

Neural estimation of interaction outcomes.

[BibT_eX]

[DOI]

Bartosz Wieloch

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Neuro-guided genetic programming: prioritizing evolutionary search with neural networks.

[BibT_eX]

[DOI]

Iwo Bladek

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Online Discovery of Search Objectives for Test-Based Problems.

[BibT_eX]

[DOI]

Evol. Comput., 2017

Discovery of search objectives in continuous domains.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Accelerating coevolution with adaptive matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Segmenting Retinal Blood Vessels With Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

The performance profile: A multi-criteria performance evaluation method for test-based problems.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2016

Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Surrogate Fitness via Factorization of Interaction Matrix.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 19th European Conference, 2016

2015

Comparison of Semantic-aware Selection Methods in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

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

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

Automatic Derivation of Search Objectives for Test-Based Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 18th European Conference, 2015

2014

Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Multi-Criteria Comparison of Coevolution and Temporal Difference Learning on Othello.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013

Shaping fitness function for evolutionary learning of game strategies.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Quantitative analysis of the hall of fame coevolutionary archives.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Improving coevolution by random sampling.

[BibT_eX]

[DOI]