A. E. Eiben

According to our database1, A. E. Eiben authored at least 193 papers between 1989 and 2020.

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2020
EVO-RL: Evolutionary-Driven Reinforcement Learning.
CoRR, 2020

Environmental regulation using Plasticoding for the evolution of robots.
CoRR, 2020

DREAM Architecture: a Developmental Approach to Open-Ended Learning in Robotics.
CoRR, 2020

Time Efficiency in Optimization with a Bayesian-Evolutionary Algorithm.
CoRR, 2020

Learning Directed Locomotion in Modular Robots with Evolvable Morphologies.
CoRR, 2020

A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence.
Computer, 2020

Parallelized Bayesian Optimization for Expensive Robot Controller Evolution.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Evolving robot software and hardware.
Proceedings of the SEAMS '20: IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, Seoul, Republic of Korea, 29 June, 2020

Differential Evolution with Reversible Linear Transformations.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

If it evolves it needs to learn.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Parallelized bayesian optimization for problems with expensive evaluation functions.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Comparing indirect encodings by evolutionary attractor analysis in the trait space of modular robots.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Evolving-Controllers Versus Learning-Controllers for Morphologically Evolvable Robots.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019
Lamarckian Evolution of Simulated Modular Robots.
Frontiers Robotics AI, 2019

Importance of Parameter Settings on the Benefits of Robot-to-Robot Learning in Evolutionary Robotics.
Frontiers Robotics AI, 2019

EvoMan: Game-playing Competition.
CoRR, 2019

Evolving embodied intelligence from materials to machines.
CoRR, 2019

End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

CluStream-GT: Online Clustering for Personalization in the Health Domain.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Generation of Human-Like Movements Based on Environmental Features.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Simulated and Real-World Evolution of Predator Robots.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Comparing encodings for performance and phenotypic exploration in evolving modular robots.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Surrogate models for enhancing the efficiency of neuroevolution in reinforcement learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Effects of environmental conditions on evolved robot morphologies and behavior.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Evolutionary predator-prey robot systems: from simulation to real world.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Body Symmetry in Morphologically Evolving Modular Robots.
Proceedings of the Applications of Evolutionary Computation, 2019

2018
Optimized flocking of autonomous drones in confined environments.
Sci. Robotics, 2018

A new Taxonomy of Continuous Global Optimization Algorithms.
CoRR, 2018

Modelling Human Movements With Turing Learning.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Insights in evolutionary exploration of robot morphology spaces.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Morphological Attractors in Darwinian and Lamarckian Evolutionary Robot Systems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Benefits of Social Learning in Physical Robots.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Directed Locomotion for Modular Robots with Evolvable Morphologies.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Real-Time Robot Vision on Low-Performance Computing Hardware.
Proceedings of the 15th International Conference on Control, 2018

Search Space Analysis of Evolvable Robot Morphologies.
Proceedings of the Applications of Evolutionary Computation, 2018

Revolve: A Versatile Simulator for Online Robot Evolution.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
Unsupervised identification and recognition of situations for high-dimensional sensori-motor streams.
Neurocomputing, 2017

Assessment of temporal predictive models for health care using a formal method.
Comput. Biol. Medicine, 2017

Online Gait Learning for Modular Robots with Arbitrary Shapes and Sizes.
Artif. Life, 2017

Real-World Evolution of Robot Morphologies: A Proof of Concept.
Artif. Life, 2017

Benefits of lamarckian evolution for morphologically evolving robots.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Acquiring moving skills in robots with evolvable morphologies: recent results and outlook.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Is social learning more than parameter tuning?
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

Analysis of Lamarckian evolution in morphologically evolving robots.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

Can social learning increase learning speed, performance or both?
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
Using scalable vector graphics to evolve art.
Int. J. Arts Technol., 2016

Improving RL power for on-line evolution of gaits in modular robots.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A feature representation learning method for temporal datasets.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016


On-line Evolution of Foraging Behaviour in a Population of Real Robots.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015
Introduction to Evolutionary Computing, Second Edition
Natural Computing Series, Springer, ISBN: 978-3-662-44874-8, 2015

Parameter Control in Evolutionary Algorithms: Trends and Challenges.
IEEE Trans. Evol. Comput., 2015

From evolutionary computation to the evolution of things.
Nat., 2015

Evolutionary Robotics: What, Why, and Where to.
Frontiers Robotics AI, 2015

EvoSphere: The World of Robot Evolution.
Proceedings of the Theory and Practice of Natural Computing, 2015

Evolution, Individual Learning, and Social Learning in a Swarm of Real Robots.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Three-fold Adaptivity in Groups of Robots: The Effect of Social Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evaluating Reward Definitions for Parameter Control.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
Investigating aesthetic measures for unsupervised evolutionary art.
Swarm Evol. Comput., 2014

Grand Challenges for Evolutionary Robotics.
Frontiers Robotics AI, 2014

Simultaneous versus incremental learning of multiple skills by modular robots.
Evol. Intell., 2014

Evolutionary robotics.
Evol. Intell., 2014

Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

In Vivo Veritas: Towards the Evolution of Things.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

A robotic ecosystem with evolvable minds and bodies.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

On the locality of neural meta-representations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Generic parameter control with reinforcement learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Fate agent evolutionary algorithms with self-adaptive mutation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

HyperNEAT Versus RL PoWER for Online Gait Learning in Modular Robots.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013
Online Gait Learning for Modular Robots with Arbitrary Shapes and Sizes.
Proceedings of the Theory and Practice of Natural Computing, 2013

Body building: Hatching robot organisms.
Proceedings of the 2013 IEEE International Conference on Evolvable Systems, 2013

Parameter control: strategy or luck?
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Right on the MONEE: combining task- and environment-driven evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Self-adapting fitness evaluation times for on-line evolution of simulated robots.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

MONEE: Using Parental Investment to Combine Open-Ended and Task-Driven Evolution.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

The Triangle of Life.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Why parameter control mechanisms should be benchmarked against random variation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Maintaining population diversity in evolutionary art using structured populations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Evolutionary Algorithms.
Proceedings of the Handbook of Memetic Algorithms, 2012

Evolving behavioral specialization in robot teams to solve a collective construction task.
Swarm Evol. Comput., 2012

Evolving team behaviors with specialization.
Genet. Program. Evolvable Mach., 2012

Exploratory analysis of an on-line evolutionary algorithm in simulated robots.
Evol. Intell., 2012

Embodied artificial evolution - Artificial evolutionary systems in the 21st Century.
Evol. Intell., 2012

Extreme distributed systems: from large scale to complexity.
Computing, 2012

Evolutionary and Swarm Computing for the Semantic Web.
IEEE Comput. Intell. Mag., 2012

On-Line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

It's Fate: A Self-organising Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

The Emergence of Multi-cellular Robot Organisms through On-Line On-Board Evolution.
Proceedings of the Applications of Evolutionary Computation, 2012

Evolving Communication in Robotic Swarms Using On-Line, On-Board, Distributed Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation, 2012

A Generic Approach to Parameter Control.
Proceedings of the Applications of Evolutionary Computation, 2012

Maintaining Population Diversity in Evolutionary Art.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Evolving Pop Art Using Scalable Vector Graphics.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers.
Proceedings of the Applications of Evolutionary Computation, 2012

Evolutionary Algorithm Parameters and Methods to Tune Them.
Proceedings of the Autonomous Search, 2012

2011
Parameter tuning for configuring and analyzing evolutionary algorithms.
Swarm Evol. Comput., 2011

Evolution of Things
CoRR, 2011

Online Adaptation of Path Formation in UAV Search-and-Identify Missions.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Population diversity index: a new measure for population diversity.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

An algorithm for distributed on-line, on-board evolutionary robotics.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Evolving art with scalable vector graphics.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Racing to improve on-line, on-board evolutionary robotics.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Embodied artificial evolution: the future of artificial evolutionary systems.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Evolving Art Using Multiple Aesthetic Measures.
Proceedings of the Applications of Evolutionary Computation, 2011

An On-Line On-Board Distributed Algorithm for Evolutionary Robotics.
Proceedings of the Artificial Evolution, 2011

2010
EvAg: a scalable peer-to-peer evolutionary algorithm.
Genet. Program. Evolvable Mach., 2010

Collective neuro-evolution for evolving specialized sensor resolutions in a multi-rover task.
Evol. Intell., 2010

Self-Adaptive Mutation in On-line, On-board Evolutionary Robotics.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

An MOEA-based Method to Tune EA Parameters on Multiple Objective Functions.
Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010

HyperNEAT for Locomotion Control in Modular Robots.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

Parameter Tuning of Evolutionary Algorithms: Generalist vs. Specialist.
Proceedings of the Applications of Evolutionary Computation, 2010

Comparing Aesthetic Measures for Evolutionary Art.
Proceedings of the Applications of Evolutionary Computation, 2010

Beating the 'world champion' evolutionary algorithm via REVAC tuning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Using aesthetic measures to evolve art.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

On-line evolution of robot controllers by an encapsulated evolution strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Evolution of a risk coefficient in artificial societies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Using Entropy for Parameter Analysis of Evolutionary Algorithms.
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010

2009
Comparing parameter tuning methods for evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

What is situated evolution?
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

On-Line, On-Board Evolution of Robot Controllers.
Proceedings of the Artifical Evolution, 2009

2008
Parameter Control Methods for Selection Operators in Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2008

Costs and Benefits of Tuning Parameters of Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2008

On the Run-Time Dynamics of a Peer-to-Peer Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature, 2008

New Ways to Calibrate Evolutionary Algorithms.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008

Evolutionary Reproduction of Dutch Masters: The Mondriaan and Escher Evolvers.
Proceedings of the Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, 2008

P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems.
Proceedings of the Euro-Par 2008, 2008

Social learning in Population-based Adaptive Systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Learning benefits evolution if sex gives pleasure.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Parameter Control in Evolutionary Algorithms.
Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007

On the Formal Analysis of the Dynamics of Simulated Agent Societies.
Int. J. Cooperative Inf. Syst., 2007

Self-adaptive Gossip Policies for Distributed Population-based Algorithms
CoRR, 2007

Relevance Estimation and Value Calibration of Evolutionary Algorithm Parameters.
Proceedings of the IJCAI 2007, 2007

Evolutionary Design of Specialization.
Proceedings of the First IEEE Symposium on Artificial Life, 2007

Peer-to-peer evolutionary algorithms with adaptive autonomous selection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Collective specialization in multi-rover systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Variance reduction in meta-EDA.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Exploring selection mechanisms for an agent-based distributed evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Autonomous selection in evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Balancing quality and quantity in evolving agent systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Emergent specialization in the extended multi-rover problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Efficient relevance estimation and value calibration of evolutionary algorithm parameters.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Parameter calibration using meta-algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Emerging Artificial Societies Through Learning.
J. Artif. Soc. Soc. Simul., 2006

Collective Specialization for Evolutionary Design of a Multi-robot System.
Proceedings of the Swarm Robotics, Second International Workshop, SAB 2006, Rome, Italy, 2006

Is Self-adaptation of Selection Pressure and Population Size Possible? - A Case Study.
Proceedings of the Parallel Problem Solving from Nature, 2006

A method for parameter calibration and relevance estimation in evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Reinforcement Learning for Online Control of Evolutionary Algorithms.
Proceedings of the Engineering Self-Organising Systems, 4th International Workshop, 2006

Boosting Genetic Algorithms with Self-Adaptive Selection.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Emerging communication and cooperation in evolving agent societies.
J. Artif. Soc. Soc. Simul., 2005

Comparing multicast and newscast communication in evolving agent societies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Comparative Reproduction Schemes for Evolving Gathering Collectives.
Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

Evolving an agent collective for cooperative mine sweeping.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Hybrid evolutionary algorithms for constraint satisfaction problems: memetic overkill?
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Effects of evolutionary and lifetime learning on minds and bodies in an artifical society.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Evolutionary Computing and Autonomic Computing: Shared Problems, Shared Solutions?.
Proceedings of the Self-star Properties in Complex Information Systems, 2005

2004
Authors' Answer to the Book Review of Introduction to Evolutionary Computing Published in Issue 12: 2.
Evol. Comput., 2004

Evolutionary Algorithms with On-the-Fly Population Size Adjustment.
Proceedings of the Parallel Problem Solving from Nature, 2004

Cooperation and communication in evolving artificial societies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Introduction to Evolutionary Computing
Natural Computing Series, Springer, ISBN: 978-3-662-05094-1, 2003

Comparing evolutionary algorithms on binary constraint satisfaction problems.
IEEE Trans. Evol. Comput., 2003

Evolving Agent Societies with VUShape.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

2002
Preface.
Theor. Comput. Sci., 2002

Evolutionary computing.
Inf. Process. Lett., 2002

Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment.
Proceedings of the Parallel Problem Solving from Nature, 2002

A Framework for Distributed Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2002

Effects of Tax and Evolution in an Artificial Society.
Proceedings of the 6th Joint Conference on Information Science, 2002

2000
An Empirical Study on GAs "Without Parameters".
Proceedings of the Parallel Problem Solving from Nature, 2000

Solving CSPs using self-adaptive constraint weights: how to prevent EAs from cheating.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Combining Local Search and Fitness Function Adaptation in a GA for Solving Binary Constraint Satisfaction Problems.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999
Parameter control in evolutionary algorithms.
IEEE Trans. Evol. Comput., 1999

Theory of Evolutionary Algorithms: A Bird's Eye View.
Theor. Comput. Sci., 1999

A Comparison of Genetic Programming Variants for Data Classification.
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

Population dynamics and emerging mental features in AEGIS.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Adapting the Fitness Function in GP for Data Mining.
Proceedings of the Genetic Programming, 1999

1998
Graph Coloring with Adaptive Evolutionary Algorithms.
J. Heuristics, 1998

On Evolutionary Exploration and Exploitation.
Fundam. Informaticae, 1998

Solving Binary Constraint Satisfaction Problems Using Evolutionary Algorithms with an Adaptive Fitness Function.
Proceedings of the Parallel Problem Solving from Nature, 1998

Genetic Modelling of Customer Retention.
Proceedings of the Genetic Programming, First European Workshop, 1998

A Superior Evolutionary Algorithm for 3-SAT.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997
Empirical Investigation of Multiparent Recombination Operators in Evolution Strategies.
Evol. Comput., 1997

Adaptive Penalties for Evolutionary Graph Coloring.
Proceedings of the Artificial Evolution, Third European Conference, 1997

1996
Combining Algebraizable Logics.
Notre Dame J. Formal Log., 1996

Multi-Parent's Niche: n-ary Crossovers on NK-Landscapes.
Proceedings of the Parallel Problem Solving from Nature, 1996

Evolutionary Exploration of Search Spaces.
Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996

Self-Adaptivity for Constraint Satisfaction: Learning Penalty Functions.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

1995
A unifying approach to heuristic search.
Ann. Oper. Res., 1995

Orgy in the Computer: Multi-Parent Reproduction in Genetic Algorithms.
Proceedings of the Advances in Artificial Life, 1995

GA-easy and GA-hard Constraint Satisfaction Problems.
Proceedings of the Constraint Processing, Selected Papers, 1995

1994
Genetic algorithms with multi-parent recombination.
Proceedings of the Parallel Problem Solving from Nature, 1994

Solving Constraint Satisfaction Problems Using Genetic Algorithms.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

1990
Global Convergence of Genetic Algorithms: A Markov Chain Analysis.
Proceedings of the Parallel Problem Solving from Nature, 1st Workshop, 1990

1989
Modeling Planning Problems.
Proceedings of the MFDBS 89, 1989


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