Geoff S. Nitschke

Emma Hart

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Using Graph Theory to Produce Emergent Behaviour in Agent-Based Systems.

[BibT_eX]

[DOI]

Flávio S. Corrêa da Silva

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Multi-Objective Evolution for Automated Chemistry.

[BibT_eX]

[DOI]

Bilal Aslan

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

The Impact of Morphological Diversity in Robot Swarms.

[BibT_eX]

[DOI]

Sindiso Mkhatshwa

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Evolving Herding Behaviour Diversity in Robot Swarms.

[BibT_eX]

[DOI]

Emma Hart

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Inequality and the Emergence of Social Stratification.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

2022

AutoFac: The Perpetual Robot Machine.

[BibT_eX]

[DOI]

David Howard

IEEE Trans. Artif. Intell., 2022

Extreme Environments Perpetuate Cooperation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Do harsher environments cause selfish or altruistic behavior?

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Scalable evolutionary hierarchical reinforcement learning.

[BibT_eX]

[DOI]

Sasha Abramowitz

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Towards Run-time Efficient Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Sasha Abramowitz

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

The Role of Speaker Prestige in Synthetic Language Evolution.

[BibT_eX]

[DOI]

Gregory Furman

Proceedings of the 2021 Conference on Artificial Life, 2021

The Environment and Body-Brain Complexity.

[BibT_eX]

[DOI]

Christina Spanellis

Brooke Stewart

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Evolving gaits for damage control in a hexapod robot.

[BibT_eX]

[DOI]

Christopher Mailer

Leanne Raw

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Environmental impact on evolving language diversity.

[BibT_eX]

[DOI]

Gregory Furman

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Disease outbreaks: tuning predictive machine learning.

[BibT_eX]

[DOI]

Tassallah Abdullahi

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Predicting Disease Outbreaks with Climate Data.

[BibT_eX]

[DOI]

Tassallah Abdullahi

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Efficiently Coevolving Deep Neural Networks and Data Augmentations.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

The expense of neuro-morpho functional machines.

[BibT_eX]

[DOI]

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

Evolving an artificial creole.

[BibT_eX]

[DOI]

Gregory Furman

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

Evolutionary Automation of Coordinated Autonomous Vehicles.

[BibT_eX]

[DOI]

Chien-Lun Huang

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Energy and Complexity in Evolving Collective Robot Bodies and Brains.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Automating Coordinated Autonomous Vehicle Control.

[BibT_eX]

[DOI]

Allen Huang

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Evolutionary Deep Learning to Identify Galaxies in the Zone of Avoidance.

[BibT_eX]

[DOI]

David Jones

Anja Schroeder

CoRR, 2019

Automating Collective Robotic System Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

The Cost of Big Brains in Groups.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Artificial Life, 2019

The cost of morphological complexity.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Evolving music with emotional feedback.

[BibT_eX]

[DOI]

Paul Cohen

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Evolving optimal sun-shading building façades.

[BibT_eX]

[DOI]

Leon Coetzee

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

The Cost of Complexity in Robot Bodies.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Improving Deep Learning with Generic Data Augmentation.

[BibT_eX]

[DOI]

Luke Taylor

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Objective versus Non-Objective Search in Evolving Morphologically Robust Robot Controllers.

[BibT_eX]

[DOI]

Ruben Putter

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Exploring Exploration Catastrophes in Various Network Models.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Artificial Life, 2018

The dynamics of cooperation versus competition.

[BibT_eX]

[DOI]

Olaf Witkowski

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Policy transfer methods in RoboCup keep-away.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Is Novelty Search Good for Evolving Morphologically Robust Robot Controllers?

[BibT_eX]

[DOI]

Ruben Putter

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Evolutionary Policy Transfer and Search Methods for Boosting Behavior Quality: RoboCup Keep-Away Case Study.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2017

Improving Deep Learning using Generic Data Augmentation.

[BibT_eX]

[DOI]

Luke Taylor

CoRR, 2017

Evolving morphological robustness for collective robotics.

[BibT_eX]

[DOI]

Ruben Putter

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Autonomous intersection driving with neuro-evolution.

[BibT_eX]

[DOI]

Aashiq Parker

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Automated pattern identification and classification: anomaly detection case study.

[BibT_eX]

[DOI]

Ryan G. Goss

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

The Two Regimes of Neutral Evolution: Localization on Hubs and Delocalized Diffusion.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Modeling patterns of wealth disparity in predynastic Upper Egypt.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth European Conference Artificial Life, 2017

How to best Automate Intersection Management.

[BibT_eX]

[DOI]

Aashiq Parker

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Evolving Collective Driving Behaviors.

[BibT_eX]

[DOI]

Chien-Lun Huang

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016

Neutral network assortativity shapes whether selective pressure promotes or hinders robustness.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Hybridizing novelty search for transfer learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Multi-agent Behavior-Based Policy Transfer.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Neuro-Evolution for Multi-Agent Policy Transfer in RoboCup Keep-Away: (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

The Relationship Between Evolvability and Robustness in the Evolution of Boolean Networks.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

The Evolution of Evolvability in Evolutionary Robotics.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2015

Evolving Robust Robot Team Morphologies for Collective Construction.

[BibT_eX]

[DOI]

James Watson

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

The Benefits of Adaptive Behavior and Morphology for Cooperation.

[BibT_eX]

[DOI]

Jamie Hewland

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Controlling Crowd Simulations using Neuro-Evolution.

[BibT_eX]

[DOI]

Sunrise Wang

James Edward Gain

Geoff Stuart Nitschke

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evolving Generalised Maze Solvers.

[BibT_eX]

[DOI]

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

Deriving minimal sensory configurations for evolved cooperative robot teams.

[BibT_eX]

[DOI]

James Watson

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Searching for novelty in pole balancing.

[BibT_eX]

[DOI]

Chien-Lun Huang

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

How evolvable is novelty search?

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Flood evolution: changing the evolutionary substrate from a path of stepping stones to a field of rocks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Generational neuro-evolution: restart and retry for improvement.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Lifetimes of migration.

[BibT_eX]

[DOI]

Faith Agwang

Willem S. van Heerden

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Comparing crossover operators in Neuro-Evolution with crowd simulations.

[BibT_eX]

[DOI]

Sunrise Wang

James Edward Gain

Geoff Stuart Nitschke

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Approaches to dynamic team sizes.

[BibT_eX]

[DOI]

S. M. Tolkamp

Proceedings of the 2013 IEEE Workshop on Robotic Intelligence In Informationally Structured Space, 2013

Network protocol identification ensemble with EA optimization.

[BibT_eX]

[DOI]

Ryan G. Goss

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

The Transmission of Migratory Behaviors.

[BibT_eX]

[DOI]

Olaf Witkowski

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

Automated network application classification: A competitive learning approach.

[BibT_eX]

[DOI]

Ryan G. Goss

Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Communication Systems and Networks, 2013

2012

Evolving behavioral specialization in robot teams to solve a collective construction task.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2012

Evolving team behaviors with specialization.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2012

Behavioral heterogeneity, cooperation, and collective construction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolution of a fictional dialogue.

[BibT_eX]

[DOI]

Carina M. Viljoen

Willem S. van Heerden

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Evolutionary algorithms and Particle Swarm Optimization for artificial language evolution.

[BibT_eX]

[DOI]

Kobus de Bruyn

Willem S. van Heerden

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Collective neuro-evolution for evolving specialized sensor resolutions in a multi-rover task.

[BibT_eX]

[DOI]

Evol. Intell., 2010

Neuro-Evolution for competitive co-evolution of biologically canonical predator and prey behaviors.

[BibT_eX]

[DOI]

Leo H. Langenhoven

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Neuro-evolution versus Particle Swarm Optimization for competitive co-evolution of pursuit-evasion behaviors.

[BibT_eX]

[DOI]

Leo H. Langenhoven

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Neuro-Evolution Methods for Gathering and Collective Construction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Niche Particle Swarm Optimization for Neural Network Ensembles.

[BibT_eX]

[DOI]

Camiel Castillo

Andries P. Engelbrecht

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Neuro-Evolution approaches to collective behavior.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Designing multi-rover emergent specialization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Neuro-evolution for a gathering and collective construction task.

[BibT_eX]

[DOI]

D. W. F. van Krevelen

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007

Evolutionary Design of Specialization.

[BibT_eX]

[DOI]

Ágoston E. Eiben

Proceedings of the First IEEE Symposium on Artificial Life, 2007

Collective specialization in multi-rover systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Neuro-evolution Methods for Designing Emergent Specialization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

Emergent specialization in the extended multi-rover problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Collective Specialization for Evolutionary Design of a Multi-robot System.

[BibT_eX]

[DOI]

Proceedings of the Swarm Robotics, Second International Workshop, SAB 2006, Rome, Italy, 2006

2005

Designing emergent cooperation: a pursuit-evasion game case study.

[BibT_eX]

[DOI]

Artif. Life Robotics, 2005

Emergence of Cooperation: State of the Art.

[BibT_eX]

[DOI]

Artif. Life, 2005

Emergent Cooperation in RoboCup: A Review.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2005: Robot Soccer World Cup IX, 2005

Comparative Reproduction Schemes for Evolving Gathering Collectives.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

Evolving an agent collective for cooperative mine sweeping.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Effects of evolutionary and lifetime learning on minds and bodies in an artifical society.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2003

Co-evolution of cooperation in a pursuit evasion game.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Emergence of Cooperation in a Pursuit-Evasion Game.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Emergence of Cooperation in a Multiple Predator, Single Prey Game.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Emergence of Specialized Behavior in a Pursuit-Evasion Game.

[BibT_eX]

[DOI]

Proceedings of the Multi-Agent Systems and Applications III, 2003

2001

Cooperating Air Traffic Control Agents.

[BibT_eX]

[DOI]