| 2025 | HRI | Active Robot Curriculum Learning from Online Human Demonstrations. | Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka |
| 2025 | ICRA | Robot Policy Transfer with Online Demonstrations: An Active Reinforcement Learning Approach. | Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka |
| 2024 | PPSN | Exploring Proprioceptive Feedback in the Evolution of Modular Robots. | Babak Hosseinkhani Kargar, Karine Miras, A. E. Eiben |
| 2023 | EUROGP | Interacting Robots in an Artificial Evolutionary Ecosystem. | Matteo De Carlo, Eliseo Ferrante, Jacintha Ellers, Gerben Meynen, A. E. Eiben |
| 2023 | RO-MAN | Shaping Imbalance into Balance: Active Robot Guidance of Human Teachers for Better Learning from Demonstrations. | Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka |
| 2023 | RO-MAN | A Process-Oriented Framework for Robot Imitation Learning in Human-Centered Interactive Tasks. | Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka |
| 2022 | GECCO | Environment induced emergence of collective behavior in evolving swarms with limited sensing. | Fuda van Diggelen, Jie Luo, Tugay Alperen Karagzel, Nicolas Cambier, Eliseo Ferrante, A. E. Eiben |
| 2022 | IJCCI | Evolving Embodied Intelligence. | A. E. Eiben |
| 2021 | GECCO | The impact of different tasks on evolved robot morphologies. | Matteo De Carlo, Eliseo Ferrante, Jacintha Ellers, Gerben Meynen, A. E. Eiben |
| 2021 | GECCO | Comparing lifetime learning methods for morphologically evolving robots. | Fuda van Diggelen, Eliseo Ferrante, A. E. Eiben |
| 2021 | GECCO | Evo-RL: evolutionary-driven reinforcement learning. | Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid |
| 2021 | GECCO | A coevolutionary approach to deep multi-agent reinforcement learning. | Daan Klijn, A. E. Eiben |
| 2021 | GECCO | Impact of energy efficiency on the morphology and behaviour of evolved robots. | Margarita Rebolledo, Daan Zeeuwe, Thomas Bartz-Beielstein, A. E. Eiben |
| 2021 | GECCO | Behavior-based neuroevolutionary training in reinforcement learning. | Jrg Stork, Martin Zaefferer, Nils Eisler, Patrick Tichelmann, Thomas Bartz-Beielstein, A. E. Eiben |
| 2020 | GECCO | Comparing indirect encodings by evolutionary attractor analysis in the trait space of modular robots. | Matteo De Carlo, Eliseo Ferrante, A. E. Eiben |
| 2020 | GECCO | Parallelized bayesian optimization for problems with expensive evaluation functions. | Margarita Alejandra Rebolledo Coy, Frederik Rehbach, A. E. Eiben, Thomas Bartz-Beielstein |
| 2020 | GECCO | If it evolves it needs to learn. | A. E. Eiben, Emma Hart |
| 2020 | ICSE | Evolving robot software and hardware. | A. E. Eiben |
| 2020 | PPSN | Parallelized Bayesian Optimization for Expensive Robot Controller Evolution. | Margarita Alejandra Rebolledo Coy, Frederik Rehbach, A. E. Eiben, Thomas Bartz-Beielstein |
| 2019 | GECCO | Evolutionary predator-prey robot systems: from simulation to real world. | Gongjin Lan, Jiunhan Chen, A. E. Eiben |
| 2019 | GECCO | Effects of environmental conditions on evolved robot morphologies and behavior. | Karine Miras, A. E. Eiben |
| 2019 | GECCO | Surrogate models for enhancing the efficiency of neuroevolution in reinforcement learning. | Jrg Stork, Martin Zaefferer, Thomas Bartz-Beielstein, A. E. Eiben |
| 2018 | ICARCV | Real-Time Robot Vision on Low-Performance Computing Hardware. | Gongjin Lan, Jess Benito-Picazo, Diederik M. Roijers, Enrique Domnguez, A. E. Eiben |
| 2018 | PPSN | Directed Locomotion for Modular Robots with Evolvable Morphologies. | Gongjin Lan, Milan Jelisavcic, Diederik M. Roijers, Evert Haasdijk, A. E. Eiben |
| 2017 | GECCO | Is social learning more than parameter tuning? | Jacqueline Heinerman, Jrg Stork, Margarita Alejandra Rebolledo Coy, Julien Hubert, A. E. Eiben, Thomas Bartz-Beielstein, Evert Haasdijk |
| 2017 | GECCO | Acquiring moving skills in robots with evolvable morphologies: recent results and outlook. | Milan Jelisavcic, Evert Haasdijk, A. E. Eiben |
| 2017 | GECCO | Benefits of lamarckian evolution for morphologically evolving robots. | Milan Jelisavcic, Rafael Kiesel, Kyrre Glette, Evert Haasdijk, A. E. Eiben |
| 2015 | AIME | An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care. | Ward R. J. van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking |
| 2015 | GECCO | Three-fold Adaptivity in Groups of Robots: The Effect of Social Learning. | Jacqueline Heinerman, Dexter Drupsteen, A. E. Eiben |
| 2014 | ALIFE | Making MONEE. | Evert Haasdijk, Nicolas Bredche, A. E. Eiben |
| 2014 | GECCO | Fate agent evolutionary algorithms with self-adaptive mutation. | Arthur Ervin Avramiea, Giorgos Karafotias, A. E. Eiben |
| 2014 | GECCO | On the locality of neural meta-representations. | Lus F. Simes, A. E. Eiben |
| 2013 | CEC | Maintaining population diversity in evolutionary art using structured populations. | Eelco den Heijer, A. E. Eiben |
| 2013 | CEC | Why parameter control mechanisms should be benchmarked against random variation. | Giorgos Karafotias, Mark Hoogendoorn, A. E. Eiben |
| 2013 | GECCO | Self-adapting fitness evaluation times for on-line evolution of simulated robots. | Cristian M. Dinu, Plamen Dimitrov, Berend Weel, A. E. Eiben |
| 2013 | GECCO | Right on the MONEE: combining task- and environment-driven evolution. | Evert Haasdijk, Berend Weel, A. E. Eiben |
| 2013 | GECCO | Parameter control: strategy or luck? | Giorgos Karafotias, Mark Hoogendoorn, A. E. Eiben |
| 2012 | PPSN | It's Fate: A Self-organising Evolutionary Algorithm. | Jan Bm, Giorgos Karafotias, Selmar K. Smit, A. E. Eiben, Evert Haasdijk |
| 2012 | PPSN | On-Line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments. | Berend Weel, Mark Hoogendoorn, A. E. Eiben |
| 2011 | GECCO | Embodied artificial evolution: the future of artificial evolutionary systems. | A. E. Eiben, N. Ferreira, Martijn C. Schut, Serge Kernbach |
| 2010 | CEC | Evolution of a risk coefficient in artificial societies. | Vincent van der Goes, A. E. Eiben |
| 2010 | CEC | On-line evolution of robot controllers by an encapsulated evolution strategy. | Evert Haasdijk, A. E. Eiben, Giorgos Karafotias |
| 2010 | CEC | Using aesthetic measures to evolve art. | Eelco den Heijer, A. E. Eiben |
| 2010 | CEC | Beating the 'world champion' evolutionary algorithm via REVAC tuning. | Selmar K. Smit, A. E. Eiben |
| 2010 | IJCCI | An MOEA-based Method to Tune EA Parameters on Multiple Objective Functions. | Selmar K. Smit, A. E. Eiben, Zoltn Szlvik |
| 2009 | CEC | What is situated evolution? | Martijn C. Schut, Evert Haasdijk, A. E. Eiben |
| 2009 | CEC | Comparing parameter tuning methods for evolutionary algorithms. | Selmar K. Smit, A. E. Eiben |
| 2008 | CEC | Learning benefits evolution if sex gives pleasure. | Robert Griffioen, Selmar K. Smit, A. E. Eiben |
| 2008 | CEC | Social learning in Population-based Adaptive Systems. | Evert Haasdijk, Paul Vogt, A. E. Eiben |
| 2008 | EuroPar | P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems. | Juan Luis Jimnez Laredo, A. E. Eiben, Maarten van Steen, Pedro A. Castillo, Antonio Miguel Mora, Juan Julin Merelo Guervs |
| 2007 | CEC | Parameter calibration using meta-algorithms. | W. A. de Landgraaf, A. E. Eiben, Volker Nannen |
| 2007 | CEC | Efficient relevance estimation and value calibration of evolutionary algorithm parameters. | Volker Nannen, A. E. Eiben |
| 2007 | CEC | Emergent specialization in the extended multi-rover problem. | Geoff S. Nitschke, Martijn C. Schut, A. E. Eiben |
| 2007 | GECCO | Autonomous selection in evolutionary algorithms. | A. E. Eiben, Marc Schoenauer, D. W. F. van Krevelen, M. C. Hobbelman, M. A. ten Hagen, R. C. van het Schip |
| 2007 | GECCO | Exploring selection mechanisms for an agent-based distributed evolutionary algorithm. | A. E. Eiben, Marc Schoenauer, Juan Luis Jimnez Laredo, Pedro ngel Castillo Valdivieso, Antonio Miguel Mora, Juan Julin Merelo Guervs |
| 2007 | GECCO | Variance reduction in meta-EDA. | Volker Nannen, A. E. Eiben |
| 2007 | GECCO | Collective specialization in multi-rover systems. | Geoff Nitschke, Martijn C. Schut, A. E. Eiben |
| 2007 | GECCO | Peer-to-peer evolutionary algorithms with adaptive autonomous selection. | W. R. M. U. K. Wickramasinghe, Maarten van Steen, A. E. Eiben |
| 2007 | IJCAI | Relevance Estimation and Value Calibration of Evolutionary Algorithm Parameters. | Volker Nannen, A. E. Eiben |
| 2006 | CEC | Boosting Genetic Algorithms with Self-Adaptive Selection. | A. E. Eiben, Martijn C. Schut, A. R. de Wilde |
| 2006 | GECCO | A method for parameter calibration and relevance estimation in evolutionary algorithms. | Volker Nannen, A. E. Eiben |
| 2006 | PPSN | Is Self-adaptation of Selection Pressure and Population Size Possible? - A Case Study. | A. E. Eiben, Martijn C. Schut, A. R. de Wilde |
| 2005 | CEC | Effects of evolutionary and lifetime learning on minds and bodies in an artifical society. | Tamas Buresch, A. E. Eiben, Geoff Nitschke, Martijn C. Schut |
| 2005 | CEC | Hybrid evolutionary algorithms for constraint satisfaction problems: memetic overkill? | Bart G. W. Craenen, A. E. Eiben |
| 2005 | CEC | Evolving an agent collective for cooperative mine sweeping. | A. E. Eiben, Geoff Nitschke, Martijn C. Schut |
| 2005 | GECCO | Comparing multicast and newscast communication in evolving agent societies. | A. E. Eiben, Martijn C. Schut, T. Toma |
| 2004 | CEC | Cooperation and communication in evolving artificial societies. | P. C. Buzing, A. E. Eiben, Martijn C. Schut, T. Toma |
| 2004 | PPSN | Evolutionary Algorithms with On-the-Fly Population Size Adjustment. | A. E. Eiben, Elena Marchiori, V. A. Valk |
| 2002 | PPSN | A Framework for Distributed Evolutionary Algorithms. | Maribel Garca Arenas, Pierre Collet, A. E. Eiben, Mrk Jelasity, Juan Julin Merelo Guervs, Ben Paechter, Mike Preu, Marc Schoenauer |
| 2002 | PPSN | Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment. | Mrk Jelasity, Mike Preu, A. E. Eiben |
| 2000 | CEC | Solving constraint satisfaction problems with heuristic-based evolutionary algorithms. | Bart G. W. Craenen, A. E. Eiben, Elena Marchiori |
| 2000 | GECCO | Combining Local Search and Fitness Function Adaptation in a GA for Solving Binary Constraint Satisfaction Problems. | Bart G. W. Craenen, A. E. Eiben, Elena Marchiori, Adri G. Steenbeek |
| 2000 | GECCO | Solving CSPs using self-adaptive constraint weights: how to prevent EAs from cheating. | A. E. Eiben, B. Jansen, Zbigniew Michalewicz, Ben Paechter |
| 2000 | PPSN | An Empirical Study on GAs "Without Parameters". | Thomas Bck, A. E. Eiben, Nikolai A. L. van der Vaart |
| 1999 | CEC | On the real arity of multiparent recombination. | Ida G. Sprinkhuizen-Kuyper, C. A. Schippers, A. E. Eiben |
| 1999 | EUROGP | Adapting the Fitness Function in GP for Data Mining. | Jeroen Eggermont, A. E. Eiben, Jano I. van Hemert |
| 1999 | GECCO | Population dynamics and emerging mental features in AEGIS. | A. E. Eiben, Donatello Elia, Jano I. van Hemert |
| 1999 | IDA | A Comparison of Genetic Programming Variants for Data Classification. | Jeroen Eggermont, A. E. Eiben, Jano I. van Hemert |
| 1998 | EUROGP | Genetic Modelling of Customer Retention. | A. E. Eiben, A. E. Koudijs, Frank Slisser |
| 1998 | PPSN | Solving Binary Constraint Satisfaction Problems Using Evolutionary Algorithms with an Adaptive Fitness Function. | A. E. Eiben, Jano I. van Hemert, Elena Marchiori, Adri G. Steenbeek |
| 1997 | ICEC | Solving 3-SAT by GAs adapting constraint weights. | A. E. Eiben, J. K. van der Hauw |
| 1997 | ICEC | Adaptation in evolutionary computation: a survey. | Robert Hinterding, Zbigniew Michalewicz, A. E. Eiben |
| 1997 | ICEC | A multi-sexual genetic algorithm for multiobjective optimization. | Joanna Lis, A. E. Eiben |
| 1996 | ICEC | Self-Adaptivity for Constraint Satisfaction: Learning Penalty Functions. | A. E. Eiben, Zsfia Ruttkay |
| 1996 | ISMIS | Evolutionary Exploration of Search Spaces. | A. E. Eiben |
| 1996 | PPSN | Multi-Parent's Niche: n-ary Crossovers on NK-Landscapes. | A. E. Eiben, C. A. Schippers |
| 1995 | CP | GA-easy and GA-hard Constraint Satisfaction Problems. | A. E. Eiben, Paul-Erik Rau, Zsfia Ruttkay |
| 1994 | ICEC | Solving Constraint Satisfaction Problems Using Genetic Algorithms. | A. E. Eiben, Paul-Erik Rau, Zsfia Ruttkay |
| 1994 | PPSN | Genetic algorithms with multi-parent recombination. | A. E. Eiben, Paul-Erik Rau, Zsfia Ruttkay |
| 1990 | PPSN | Global Convergence of Genetic Algorithms: A Markov Chain Analysis. | A. E. Eiben, Emile H. L. Aarts, Kees M. van Hee |