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  • A.E. Eiben
2018

Analysing the Relative Importance of Robot Brains and Bodies

Jelisavcic, M., Roijers, D. M. & Eiben, A. E., 2018, ALIFE 2018 Proceedings of the Artificial Life Conference 2018. Tokyo: MIT Press Journals, p. 327-334 8 p. (Artificial Life Conference Proceedings; vol. 30).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Directed locomotion for modular robots with evolvable morphologies

Lan, G., Jelisavcic, M., Roijers, D. M., Haasdijk, E. & Eiben, A. E., 2018, Parallel Problem Solving from Nature – PPSN XV: 15th International Conference, 2018, Proceedings. Fonseca, C. M., Lourenco, N., Machado, P., Paquete, L., Whitley, D. & Auger, A. (eds.). Springer/Verlag, Vol. 1. p. 476-487 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11101 LNCS).

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Open Access
File

Optimized flocking of autonomous drones in confined environments

Vásárhelyi, G., Virágh, C., Somorjai, G., Nepusz, T., Eiben, A. E. & Vicsek, T., 25 Jul 2018, In : Science Robotics. 3, 20, eaat3536.

Research output: Contribution to JournalArticleAcademicpeer-review

Real-Time Robot Vision on Low-Performance Computing Hardware

Lan, G., Benito-Picazo, J., Roijers, D. M., Dominguez, E. & Eiben, A. E., 2018, 15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018). Institute of Electrical and Electronics Engineers, Inc., p. 1959-1965 7 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Revolve: A Versatile Simulator for Online Robot Evolution

Hupkes, E., Jelisavcic, M. & Eiben, A. E., 2018, Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4–6, 2018, Proceedings. Sim, K. & Kaufmann, P. (eds.). Springer, p. 687-702 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10784 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Search Space Analysis of Evolvable Robot Morphologies

da Silva Miras de Araujo, K., Haasdijk, E., Glette, K. & Eiben, A. E., Mar 2018, Applications of Evolutionary Computation - 21st International Conference, EvoApplications 2018, Proceedings. Sim, K. & Kaufmann, P. (eds.). Cham: Springer/Verlag, p. 703-718 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10784).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
2017

Acquiring moving skills in robots with evolvable morphologies: Recent results and outlook

Jelisavcic, M., Haasdijk, E. & Eiben, A. E., 2017, GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion. p. 1735-1741 7 p. (GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book / Report / Conference proceedingChapterAcademic

Open Access
File

A feature representation learning method for temporal datasets

van Breda, W., Hoogendoorn, M., Eiben, G., Andersson, G., Riper, H., Ruwaard, J. & Vernmark, K., 9 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers, Inc., p. 1-8 8 p. 7849890

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Analysis of Lamarckian Evolution in Morphologically Evolving Robots

Jelisavcic, M., Kiesel, R., Glette, K., Haasdijk, E. & Eiben, A. E., Sep 2017, Proceedings of the European Conference on Artificial Life 2017, ECAL 2017. MIT Press, Vol. 14. p. 214-221 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Assessment of temporal predictive models for health care using a formal method

van Breda, W., Hoogendoorn, M., Eiben, A. E. & Berking, M., 1 Aug 2017, In : Computers in Biology and Medicine. 87, p. 347-357 11 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Benefits of Lamarckian Evolution for Morphologically Evolving Robots

Jelisavcic, M., Kiesel, R., Glette, K., Haasdijk, E. & Eiben, A. E., Jul 2017, (Accepted/In press). 2 p.

Research output: Contribution to ConferencePosterOther research output

Open Access
File

Can Social Learning Increase Learning Speed, Performance or Both?

Heinerman, J. V., Stork, J., Rebolledo Coy, M. A., Hubert, J. G., Eiben, A. E., Bartz-Beielstein, T. & Haasdijk, E., 2017, p. 200-207. 8 p.

Research output: Contribution to ConferencePaperOther research output

Open Access

Is Social Learning More than Parameter Tuning?

Heinerman, J. V., Stork, J., Rebolledo Coy, M. A., Hubert, J. G., Eiben, A. E., Bartz-Beielstein, T. & Haasdijk, E., 2017, (Accepted/In press).

Research output: Contribution to ConferencePaperOther research output

Multi-rendezvous spacecraft trajectory optimization with beam P-ACO

Simões, L. F., Izzo, D., Haasdijk, E. & Eiben, A. E., 2017, Evolutionary Computation in Combinatorial Optimization -17th European Conference, EvoCOP 2017, Proceedings. Springer/Verlag, Vol. 10197 LNCS. p. 141-156 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10197 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Online Gait Learning for Modular Robots with Arbitrary Shapes and Sizes

Weel, B., D'Angelo, M., Haasdijk, E. & Eiben, A. E., 1 Feb 2017, In : Artificial life. 23, 1, p. 80-104 25 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Real-World Evolution of Robot Morphologies: A Proof of Concept

Jelisavcic, M., De Carlo, M., Hupkes, E., Eustratiadis, P., Orlowski, J., Haasdijk, E., E. Auerbach, J. & Eiben, A. E., Jun 2017, In : Artificial life. 23, 2, p. 206-235 30 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

Unsupervised Identification and Recognition of Situations for High-Dimensional Sensori-Motor Streams

Heinerman, J. V., Haasdijk, E. & Eiben, A. E., 1 Nov 2017, In : Neurocomputing. 262, p. 90-107 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

2016

A Novel Approach to Evolutionary Robotics

Jelisavcic, M., Haasdijk, E. & Eiben, A. E., Mar 2016.

Research output: Contribution to ConferencePosterOther research output

Open Access
File

Applications of evolutionary computation: 19th European conference, evoapplications 2016 Porto, Portugal, march 30 – april 1, 2016 proceedings, part I

Squillero, G., Burelli, P., Bacardit, J., Brabazon, A., Cagnoni, S., Cotta, C., De Falco, I., Cioppa, A. D., Divina, F., Eiben, A. E., Esparcia-Alcázar, A. I., de Vega, F. F., Glette, K., Haasdijk, E. W., Hidalgo, J. I., Hu, T., Kampouridis, M., Kaufmann, P., Mavrovouniotis, M., García, A. M. M. & 6 others, Nguyen, T. T., Schaefer, R., Sim, K., Tarantino, E., Urquhart, N. & Zhang, M., 2016, Applications of Evolutionary Computation - 19th European Conference, EvoApplications 2016, Proceedings. Springer/Verlag, Vol. 9597. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9597).

Research output: Chapter in Book / Report / Conference proceedingForeword/postscriptAcademic

Applications of evolutionary computation: 19th European conference, Evoapplications 2016 Porto, Portugal, March 30 – April 1, 2016 proceedings, part II

Squillero, G., Burelli, P., Bacardit, J., Brabazon, A., Cagnoni, S., Cotta, C., De Falco, I., Cioppa, A. D., Divina, F., Eiben, A. E., Esparcia-Alcàza, A. I., de Vega, F. F., Glette, K., Haasdijk, E., Hidalgo, J. I., Hu, T., Kampouridis, M., Kaufmann, P., Mavrovouniotis, M., Mora García, A. M. & 6 others, Nguyen, T. T., Schaefer, R., Sim, K., Tarantino, E., Urquhart, N. & Zhang, M., 2016, Applications of Evolutionary Computation - 19th European Conference, EvoApplications 2016, Proceedings. Springer/Verlag, Vol. 9598. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9598).

Research output: Chapter in Book / Report / Conference proceedingForeword/postscriptAcademic

Improving RL Power for On-Line Evolution of Gaits in Modular Robots

Jelisavcic, M., De Carlo, M., Haasdijk, E. & Eiben, A. E., 6 Dec 2016, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers, Inc., p. 1-8 8 p. 7850166

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

On-line Evolution of Foraging Behaviour in a Population of Real Robots

Heinerman, J. V., Zonta, A., Haasdijk, E. W. & Eiben, A. E., 2016, In : Lecture Notes in Computer Science. 2016, 9598, p. 198-212

Research output: Contribution to JournalArticleAcademicpeer-review

Preface

Squillero, G., Bacardit, J., Cagnoni, S., De Falco, I., Divina, F., Esparcia-Alcázar, A. I., Glette, K., Hidalgo, J. I., Kampouridis, M., Mavrovouniotis, M., Nguyen, T. T., Sim, K., Urquhart, N., Burelli, P., Brabazon, A., Cotta, C., Cioppa, A. D., Eiben, A. E., de Vega, F. F., Haasdijk, E. & 6 others, Hu, T., Kaufmann, P., Mora Garcia, A. M., Schaefer, R., Tarantino, E. & Zhang, M., 2016, In : Lecture Notes in Computer Science. 9598, p. vii-viii

Research output: Contribution to JournalEditorialAcademicpeer-review

Tutorials at PPSN 2016

Doerr, C., Bredeche, N., Alba, E., Bartz-Beielstein, T., Brockhoff, D., Doerr, B., Eiben, G., Epitropakis, M. G., Fonseca, C. M., Guerreiro, A., Haasdijk, E., Heinerman, J., Hubert, J., Lehre, P. K., Malagò, L., Merelo, J. J., Miller, J., Naujoks, B., Oliveto, P., Picek, S. & 9 others, Pillay, N., Preuss, M., Ryser-Welch, P., Squillero, G., Stork, J., Sudholt, D., Tonda, A., Whitley, D. & Zaefferer, M., 2016, Parallel Problem Solving from Nature - 14th International Conference, PPSN 2016, Proceedings. Springer/Verlag, Vol. 9921 LNCS. p. 1012-1022 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9921 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Using scalable vector graphics to evolve art

den Heijer, E. & Eiben, A. E., 2016, In : International Journal of Arts and Technology. 9, 1, p. 59-85 27 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
2015

An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.

van Breda, W. R. J., Hoogendoorn, M., Eiben, A. E. & Berking, M., 2015, In : Lecture Notes in Computer Science. 9105, p. 148-152

Research output: Contribution to JournalArticleAcademicpeer-review

Applications of evolutionary computation: 18th European Conference, EvoApplications 2015 Copenhagen, Denmark, April 8–10, 2015 proceedings

Mora, A. M., Squillero, G., Agapitos, A., Burelli, P., Bush, W. S., Cagnoni, S., Cotta, C., De Falco, I., Cioppa, A. D., Divina, F., Eiben, A. E., Esparcia-Alcázar, A. I., de Vega, F. F., Glette, K., Haasdijk, E., Hidalgo, J. I., Kampouridis, M., Kaufmann, P., Mavrovouniotis, M., Nguyen, T. T. & 5 others, Schaefer, R., Sim, K., Tarantino, E., Urquhart, N. & Zhang, M., 2015, Applications of Evolutionary Computation - 18th European Conference, EvoApplications 2015, Proceedings. Springer/Verlag, Vol. 9028. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9028).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Applications of Evolutionary Computation

Mora, A. M., Squillero, G., Di Chio, C., Agapitos, A., Cagnoni, S., Cotta, C., Fernández De Vega, F., Di Caro, G. A., Drechsler, R., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Langdon, W. B., Merelo-Guervós, J. J., Preuss, M., Richter, O-MH., Silva, S., Sim$\$~oes, A., Squillero, G., Tarantino, E. & 70 others, Tettamanzi, A. G. B., Togelius, J., Urquhart, N., Uyar, A. S., Yannakakis, G. N., Smith, S. L., Caserta, M., Ramirez, A., Voß, S., Squillero, G., Burelli, P., Mora, A. M., Squillero, G., Jan, M., Matthias, M., Di Chio, C., Agapitos, A., Cagnoni, S., Cotta, C., Fernández De Vega, F., Di Caro, G. A., Drechsler, R., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Langdon, W. B., Merelo-Guervós, J. J., Preuss, M., Richter, O-MH., Silva, S., Sim$\$~oes, A., Squillero, G., Tarantino, E., Tettamanzi, A. G. B., Togelius, J., Urquhart, N., Uyar, A. S., Yannakakis, G. N., Caserta, M., Ramirez, A., Voß, S., Squillero, G., Burelli, P., Esparcia-Alcazar, A. I., Silva, S., Agapitos, A., Cotta, C., De Falco, I., Cioppa, A. D., Diwold, K., Ekart, A., Tarantino, E., Vega, F. F. D., Burelli, P., Sim, K., Cagnoni, S., Simoes, A., Merelo, J. J., Urquhart, N., Haasdijk, E., Zhang, M., Squillero, G., Eiben, A. E., Tettamanzi, A. G. B., Glette, K., Rohlfshagen, P., Schaefer, R., Caserta, M., Ramirez, A. & Voß, S., 2015, Springer International Publishing Switzerland. 29 p.

Research output: Book / ReportBook

Evaluating Reward Definitions for Parameter Control

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 2015, In : Lecture Notes in Computer Science. 9028, p. 667-680

Research output: Contribution to JournalArticleAcademicpeer-review

Evolution, Individual Learning, and Social Learning in a Swarm of Real Robots

Heinerman, J. V., Rango, M. & Eiben, A. E., 2015, 2015 IEEE International Conference on Evolvable Systems (ICES). Capetown, SA: IEEE

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Evolutionary robotics: what, why, and where to

Doncieux, S., Bredeche, N., Mouret, J-B. & Eiben, A. E., 2015, In : Frontiers in Robotics and AI. 2, 4, 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

EvoSphere: the World of Robot Evolution

Eiben, A. E., 2015, Proceedings of the Theory and Practice of Natural Computing 2015. Dediu, A. H. (ed.). Springer, p. 1-17

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

From evolutionary computation to the evolution of things

Eiben, A. E. & Smith, J. E., 2015, In : Nature. 521, p. 476-482

Research output: Contribution to JournalArticleAcademicpeer-review

Introduction to Evolutionary Computing

Eiben, A. E. & Smith, J. E., 2015, Berlin Heidelberg: Springer. 287 p. (Natural Computing Series)

Research output: Book / ReportBook

Parameter Control in Evolutionary Algorithms: Trends and Challenges

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 1 Apr 2015, In : IEEE Transactions on Evolutionary Computation. 19, 2, p. 167-187 21 p., 6747993.

Research output: Contribution to JournalArticleAcademicpeer-review

Three-fold Adaptivity in Groups of Robots: The Effect of Social Learning

Heinerman, J., Drupsteen, D. & Eiben, A. E., 2015, GECCO 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference. Madrid, SP: Association for Computing Machinery, Inc, p. 177-183 7 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
2014

A robotic ecosystem with evolvable minds and bodies

Heinerman, J. V., Weel, B. P. M., Corsato, E., Haasdijk, E. W. & Eiben, A. E., 2014, 2014 IEEE International Conference on Evolvable Systems (ICES). Orlando, FL: IEEE, p. 165-172

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Combining Environment-Driven Adaptation and Task-Driven Optimisation in Evolutionary Robotics

Haasdijk, E. W., Bredeche, N. & Eiben, A. E., 2014, In : PLoS ONE. 9, 6, p. e98466

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

Evolutionary robotics

Haasdijk, E. W., Bredeche, N., Eiben, A. E. & Nolfi, S., 2014, In : Evolutionary Intelligence. 7, 2, p. 69-70

Research output: Contribution to JournalArticleAcademicpeer-review

Fate Agents Evolutionary Algorithms with Self-Adaptive Mutation

Avramiea, A. E., Karafotias, G. & Eiben, A. E., 2014, 2014 conference on Genetic and evolutionary computation (GECCO Comp '14). ACM, p. 191-192

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Generic parameter control with reinforcement learning

Karafotias, G., Eiben, A. E. & Hoogendoorn, M., 2014, 2014 conference on Genetic and evolutionary computation (GECCO '14).. ACM, p. 1319-1326

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Grand challenges for evolutionary robotics

Eiben, A. E., 2014, In : Frontiers in Robotics and AI. 1, 4

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

Hyperneat versus rl power for online gait learning in modular robots

D'Angelo, M., Weel, B. P. M. & Eiben, A. E., 2014, In : Lecture Notes in Computer Science. 8602, p. 777-788

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

In Vivo Veritas: Towards the Evolution of Things

Eiben, A. E., 2014, In : Lecture Notes in Computer Science. 8672, p. 24-39

Research output: Contribution to JournalArticleAcademicpeer-review

Making MONEE

Haasdijk, E. W., Bredeche, N. & Eiben, A. E., 2014, Artificial Life 14: International Conference on the Synthesis and Simulation of Living Systems. New York: MIT Press

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

On the Locality of Neural Meta-representations

Simões, L. F. & Eiben, A. E., 2014, Proceedings of the 16th annual conference companion on Genetic and evolutionary computation. Igel, C. (ed.). ACM Press, p. 199-200

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Preface

Esparcia-Alcázar, A. I., Mora, A. M., Agapitos, A., Burelli, P., Bush, W. S., Cagnoni, S., Cotta, C., De Falco, I., Cioppa, A. D., Divina, F., Drechsler, R., Eiben, A. E., de Vega, F. F., Glette, K., Haasdijk, E., Ignacio Hidalgo, J., Kaufmann, P., Nguyen, T. T., Pošík, P., Schaefer, R. & 6 others, Sim, K., Simões, A., Tettamanzi, A. G. B., Urquhart, N., Zhang, M. & Zincir-Heywood, N., 2014, In : Lecture Notes in Computer Science. 8602, p. 7-10 4 p.

Research output: Contribution to JournalEditorialAcademicpeer-review

Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation

Simões, L. F., Izzo, D., Haasdijk, E. & Eiben, A. E., 2014, In : Lecture Notes in Computer Science. 8672, p. 110-119 10 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Simultaneous versus incremental learning of multiple skills by modular robots

Rossi, C. & Eiben, A. E., 2014, In : Evolutionary Intelligence. 7, 2, p. 119-131

Research output: Contribution to JournalArticleAcademicpeer-review

2013

Adaptive collective systems: Herding black sheep

Anderson, S., Bredeche, N., Eiben, A. E., Kampis, G. & van Steen, M. R., 2013, onbekend: Bookprints.

Research output: Book / ReportBook