Emma Hart

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 95

Top Venues

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Quentin Renau, Emma Hart
Improving Algorithm-Selection and Performance-Prediction via Learning Discriminating Training Samples. CoRR (2024)
Leni K. Le Goff, Emma Hart
Improving Efficiency of Evolving Robot Designs via Self-Adaptive Learning Cycles and an Asynchronous Architecture. GECCO Companion (2024)
Alejandro Marrero, Eduardo Segredo, Coromoto León, Emma Hart
Learning Descriptors for Novelty-Search Based Instance Generation via Meta-evolution. GECCO (2024)
Etor Arza, Léni K. Le Goff, Emma Hart
Generalized Early Stopping in Evolutionary Direct Policy Search. ACM Trans. Evol. Learn. Optim. 4 (3) (2024)
Sarah L. Thomson, Léni K. Le Goff, Emma Hart, Edgar Buchanan
Understanding fitness landscapes in morpho-evolution via local optima networks. CoRR (2024)
Kirsty Montague, Emma Hart, Ben Paechter
A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control. EvoApplications@EvoStar (2024)
Sarah L. Thomson, Léni K. Le Goff, Emma Hart, Edgar Buchanan
Understanding Fitness Landscapes in Morpho-Evolution via Local Optima Networks. GECCO (2024)
Léni K. Le Goff, Edgar Buchanan, Emma Hart
An Investigation of the Factors Influencing Evolutionary Dynamics in the Joint Evolution of Robot Body and Control. CoRR (2024)
Quentin Renau, Emma Hart
On the Utility of Probing Trajectories for Algorithm-Selection. EvoApplications@EvoStar (2024)
Quentin Renau, Johann Dréo, Emma Hart
Ealain: A Camera Simulation Tool to Generate Instances for Multiple Classes of Optimisation Problem. GECCO Companion (2024)
Matthias Chung, Emma Hart, Julianne Chung, Bas Peters, Eldad Haber
Paired Autoencoders for Inverse Problems. CoRR (2024)
Quentin Renau, Emma Hart
Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection. CoRR (2024)
Quentin Renau, Emma Hart
Improving Algorithm-Selectors and Performance-Predictors via Learning Discriminating Training Samples. GECCO (2024)
Emma Hart, Quentin Renau, Kevin Sim, Mohamad Alissa
Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances. CoRR (2024)
Quentin Renau, Emma Hart
On the Utility of Probing Trajectories for Algorithm-Selection. CoRR (2024)
Alejandro Marrero, Eduardo Segredo, Coromoto León, Emma Hart
DIGNEA: A tool to generate diverse and discriminatory instance suites for optimisation domains. SoftwareX 22 (2023)
Emma Hart, Ian Miguel, Christopher Stone, Quentin Renau
Towards optimisers that 'Keep Learning'. GECCO Companion (2023)
Alejandro Marrero, Eduardo Segredo, Emma Hart, Jakob Bossek, Aneta Neumann
Generating diverse and discriminatory knapsack instances by searching for novelty in variable dimensions of feature-space. GECCO (2023)
Mike Angus, Edgar Buchanan, Léni K. Le Goff, Emma Hart, Ágoston E. Eiben, Matteo De Carlo, Alan F. T. Winfield, Matthew F. Hale, Robert Woolley, Jon Timmis, Andy M. Tyrrell
Practical hardware for evolvable robots. Frontiers Robotics AI 10 (2023)
Léni K. Le Goff, Edgar Buchanan, Emma Hart, Ágoston E. Eiben, Wei Li, Matteo De Carlo, Alan F. T. Winfield, Matthew F. Hale, Robert Woolley, Mike Angus, Jon Timmis, Andy M. Tyrrell
Morpho Evolution With Learning Using a Controller Archive as an Inheritance Mechanism. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Yi Liu, Jiang Qiu, Emma Hart, Yilan Yu, Zhongxue Gan, Wei Li
Learning-Based Neural Ant Colony Optimization. GECCO (2023)
Geoff Nitschke, Scott Hallauer, Emma Hart
Evolving Herding Behaviour Diversity in Robot Swarms. GECCO Companion (2023)
Mohamad Alissa, Kevin Sim, Emma Hart
A Feature-Free Approach to Automated Algorithm Selection. GECCO Companion (2023)
Etor Arza, Leni K. Le Goff, Emma Hart
Generalized Early Stopping in Evolutionary Direct Policy Search. CoRR (2023)
Kenneth A. De Jong, Emma Hart
Editorial: Reflecting on Thirty Years of ECJ. Evol. Comput. 31 (2) (2023)
Diederick Vermetten, Hao Wang, Kevin Sim, Emma Hart
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features. CoRR (2023)
Scott Hallauer, Geoff Nitschke, Emma Hart
Evolving Behavior Allocations in Robot Swarms. SSCI (2023)
Mohamad Alissa, Kevin Sim, Emma Hart
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches. J. Heuristics 29 (1) (2023)
Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt
The diversity-accuracy duality in ensembles of classifiers. GECCO Companion (2022)
Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers. CoRR (2022)
Alejandro Marrero, Eduardo Segredo, Coromoto León, Emma Hart
A Novelty-Search Approach to Filling an Instance-Space with Diverse and Discriminatory Instances for the Knapsack Problem. PPSN (1) (2022)
Mohamad Alissa, Kevin Sim, Emma Hart
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches. CoRR (2022)
Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy Pitt
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-diversity in Ensembles of Classifiers. EvoApplications (2022)
Kevin Sim, Emma Hart
Evolutionary Approaches to Improving the Layouts of Instance-Spaces. PPSN (1) (2022)
Elle Buser, Emma Hart, Ben Huenemann
Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images. CoRR (2021)
Léni K. Le Goff, Edgar Buchanan, Emma Hart, Ágoston E. Eiben, Wei Li, Matteo De Carlo, Alan F. T. Winfield, Matthew F. Hale, Robert Woolley, Mike Angus, Jon Timmis, Andy M. Tyrrell
Morpho-evolution with learning using a controller archive as an inheritance mechanism. CoRR (2021)
Neil Urquhart, Silke Höhl, Emma Hart
Automated, Explainable Rule Extraction from MAP-Elites Archives. EvoApplications (2021)
Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt
Using novelty search to explicitly create diversity in ensembles of classifiers. GECCO (2021)
Nikolaos Panagiaris, Emma Hart, Dimitra Gkatzia
Generating unambiguous and diverse referring expressions. Comput. Speech Lang. 68 (2021)
Léni K. Le Goff, Emma Hart
On the challenges of jointly optimising robot morphology and control using a hierarchical optimisation scheme. GECCO Companion (2021)
Mohamad Alissa, Kevin Sim, Emma Hart
A Neural Approach to Generation of Constructive Heuristics. CEC (2021)
Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy Pitt
WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets. EvoApplications (2021)
Nikolaos Panagiaris, Emma Hart, Dimitra Gkatzia
Improving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training. INLG (2020)
Matthew F. Hale, Mike Angus, Edgar Buchanan, Wei Li, Robert Woolley, Léni K. Le Goff, Matteo De Carlo, Jon Timmis, Alan F. T. Winfield, Emma Hart, Ágoston E. Eiben, Andy M. Tyrrell
Hardware Design for Autonomous Robot Evolution. SSCI (2020)
Kehinde O. Babaagba, Zhiyuan Tan, Emma Hart
Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites. EvoApplications (2020)
Eduardo Segredo, Eduardo Lalla-Ruiz, Emma Hart, Stefan Voß
A similarity-based neighbourhood search for enhancing the balance exploration-exploitation of differential evolution. Comput. Oper. Res. 117 (2020)
Léni K. Le Goff, Edgar Buchanan, Emma Hart, Ágoston E. Eiben, Wei Li, Matteo De Carlo, Matthew F. Hale, Mike Angus, Robert Woolley, Jon Timmis, Alan F. T. Winfield, Andrew M. Tyrrell
Sample and time efficient policy learning with CMA-ES and Bayesian Optimisation. ALIFE (2020)
Mohamad Alissa, Kevin Sim, Emma Hart
A deep learning approach to predicting solutions in streaming optimisation domains. GECCO (2020)
Neil Urquhart, Emma Hart, William Hutcheson
Using MAP-Elites to support policy making around Workforce Scheduling and Routing. Autom. 68 (2) (2020)
Rui P. Cardoso, Emma Hart, Jeremy V. Pitt
Diversity-driven wide learning for training distributed classification models. GECCO Companion (2020)
Edgar Buchanan, Léni K. Le Goff, Emma Hart, Ágoston E. Eiben, Matteo De Carlo, Wei Li, Matthew F. Hale, Mike Angus, Robert Woolley, Alan F. T. Winfield, Jon Timmis, Andy M. Tyrrell
Evolution of Diverse, Manufacturable Robot Body Plans. SSCI (2020)
Kehinde O. Babaagba, Zhiyuan Tan, Emma Hart
Improving Classification of Metamorphic Malware by Augmenting Training Data with a Diverse Set of Evolved Mutant Samples. CEC (2020)
Edgar Buchanan, Léni K. Le Goff, Wei Li, Emma Hart, Ágoston E. Eiben, Matteo De Carlo, Alan F. T. Winfield, Matthew F. Hale, Robert Woolley, Mike Angus, Jon Timmis, Andy M. Tyrrell
Bootstrapping Artificial Evolution to Design Robots for Autonomous Fabrication. Robotics 9 (4) (2020)
A. E. Eiben, Emma Hart
If it evolves it needs to learn. GECCO Companion (2020)
Léni K. Le Goff, Emma Hart, Alexandre Coninx, Stéphane Doncieux
On Pros and Cons of Evolving Topologies with Novelty Search. ALIFE (2020)
Cedric Perret, Emma Hart, Simon T. Powers
Being a leader or being the leader: The evolution of institutionalised hierarchy. ALIFE (2019)
Frank Veenstra, Emma Hart, Edgar Buchanan, Wei Li, Matteo De Carlo, Ágoston E. Eiben
Comparing encodings for performance and phenotypic exploration in evolving modular robots. GECCO (Companion) (2019)
Neil Urquhart, Silke Höhl, Emma Hart
An illumination algorithm approach to solving the micro-depot routing problem. GECCO (2019)
Kehinde O. Babaagba, Zhiyuan Tan, Emma Hart
Nowhere Metamorphic Malware Can Hide - A Biological Evolution Inspired Detection Scheme. DependSys (2019)
Rui P. Cardoso, Emma Hart, Jeremy V. Pitt
Evolving robust policies for community energy system management. GECCO (2019)
Mohamad Alissa, Kevin Sim, Emma Hart
Algorithm selection using deep learning without feature extraction. GECCO (2019)
Matthew F. Hale, Edgar Buchanan, Alan F. T. Winfield, Jon Timmis, Emma Hart, Ágoston E. Eiben, Mike Angus, Frank Veenstra, Wei Li, Robert Woolley, Matteo De Carlo, Andy M. Tyrrell
The ARE Robot Fabricator: How to (Re)produce Robots that Can Evolve in the Real World. ALIFE (2019)
Neil Urquhart, Emma Hart, William Hutcheson
Quantifying the Effects of Increasing User Choice in MAP-Elites Applied to a Workforce Scheduling and Routing Problem. EvoApplications (2019)
Rui P. Cardoso, Rosaldo J. F. Rossetti, Emma Hart, David Burth Kurka, Jeremy Pitt
Engineering Sustainable and Adaptive Systems in Dynamic and Unpredictable Environments. ISoLA (3) (2018)
Christopher Stone, Emma Hart, Ben Paechter
On the Synthesis of Perturbative Heuristics for Multiple Combinatorial Optimisation Domains. PPSN (1) (2018)
Emma Hart, Kevin Sim
On Constructing Ensembles for Combinatorial Optimisation. Evol. Comput. 26 (1) (2018)
Luis Martí, Eduardo Segredo, Nayat Sánchez Pi, Emma Hart
Selection methods and diversity preservation in many-objective evolutionary algorithms. Data Technol. Appl. 52 (4) (2018)
Christopher Stone, Emma Hart, Ben Paechter
Automatic Generation of Constructive Heuristics for Multiple Types of Combinatorial Optimisation Problems with Grammatical Evolution and Geometric Graphs. EvoApplications (2018)
Emma Hart, Andreas S. W. Steyven, Ben Paechter
Evolution of a functionally diverse swarm via a novel decentralised quality-diversity algorithm. GECCO (2018)
Neil Urquhart, Emma Hart
Optimisation and Illumination of a Real-world Workforce Scheduling and Routing Application via Map-Elites. CoRR (2018)
Neil Urquhart, Emma Hart
Optimisation and Illumination of a Real-World Workforce Scheduling and Routing Application (WSRP) via Map-Elites. PPSN (1) (2018)
Jeremy Pitt, Rui P. Cardoso, Emma Hart, Josiah Ober
Relevant Expertise Aggregation for Policy Selection in Collective Adaptive Systems. FAS*W@SASO/ICAC (2018)
Eduardo Segredo, Eduardo Lalla-Ruiz, Emma Hart
A novel similarity-based mutant vector generation strategy for differential evolution. GECCO (2018)
Emma Hart, Andreas S. W. Steyven, Ben Paechter
Evolution of a Functionally Diverse Swarm via a Novel Decentralised Quality-Diversity Algorithm. CoRR (2018)
Eduardo Segredo, Eduardo Lalla-Ruiz, Emma Hart, Stefan Voß
On the performance of the hybridisation between migrating birds optimisation variants and differential evolution for large scale continuous problems. Expert Syst. Appl. 102 (2018)
Andreas Steyven, Emma Hart, Ben Paechter
An Investigation of Environmental Influence on the Benefits of Adaptation Mechanisms in Evolutionary Swarm Robotics. CoRR (2018)
Cedric Perret, Simon T. Powers, Jeremy Pitt, Emma Hart
Can justice be fair when it is blind? How social network structures can promote or prevent the evolution of despotism. ALIFE (2018)
Wenjian Luo, Emma Hart, Mengjie Zhang
Guest Editorial: Special Issue on Emergent Topics in Artificial Immune Systems. IEEE Trans. Emerg. Top. Comput. Intell. 1 (4) (2017)
Emma Hart, Kevin Sim, Barry Gardiner, Kana Kamimura
A hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector. GECCO (2017)
Jeremy Pitt, Emma Hart
For Flux Sake: The Confluence of Socially- and Biologically-Inspired Computing for Engineering Change in Open Systems. FAS*W@SASO/ICCAC (2017)
Andreas Steyven, Emma Hart, Ben Paechter
An investigation of environmental influence on the benefits of adaptation mechanisms in evolutionary swarm robotics. GECCO (2017)
Cedric Perret, Simon T. Powers, Emma Hart
Emergence of hierarchy from the evolution of individual influence in an agent-based model. ECAL (2017)
Emma Hart, Kevin Sim
On constructing ensembles for combinatorial optimisation. GECCO (Companion) (2017)
Luis Martí, Eduardo Segredo, Nayat Sánchez Pi, Emma Hart
Impact of selection methods on the diversity of many-objective Pareto set approximations. KES (2017)
Rasmus Munk, Emma Hart, Ben Paechter
Validation of a learning and evolving robot swarm. GECCO (Companion) (2017)
Andreas Steyven, Emma Hart, Ben Paechter
Understanding Environmental Influence in an Open-Ended Evolutionary Algorithm. PPSN (2016)
Kevin Sim, Emma Hart
A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem. GECCO (2016)
Carola Doerr, Julia Handl, Emma Hart, Gabriela Ochoa, Amarda Shehu, Tea Tusar, Anya E. Vostinar, Christine Zarges, A. Nur Zincir-Heywood
Women@GECCO 2016 Chairs' Welcome. GECCO (Companion) (2016)
Emma Hart, Kevin Sim
A Hyper-Heuristic Ensemble Method for Static Job-Shop Scheduling. Evol. Comput. 24 (4) (2016)
Ahmed Salah, Emma Hart, Kevin Sim
Validating the Grid Diversity Operator: An Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms. EvoApplications (2) (2016)
Eduardo Segredo, Eduardo Lalla-Ruiz, Emma Hart, Ben Paechter, Stefan Voß
Hybridisation of Evolutionary Algorithms Through Hyper-heuristics for Global Continuous Optimisation. LION (2016)
Eduardo Segredo, Ben Paechter, Emma Hart, Carlos Ignacio Gonzalez-Vila
Hybrid parameter control approach applied to a diversity-based multi-objective memetic algorithm for frequency assignment problems. CEC (2016)
Eduardo Lalla-Ruiz, Eduardo Segredo, Stefan Voß, Emma Hart, Ben Paechter
Analysing the Performance of Migrating Birds Optimisation Approaches for Large Scale Continuous Problems. PPSN (2016)
Nicola Capodieci, Emma Hart, Giacomo Cabri
Artificial Immunology for Collective Adaptive Systems Design and Implementation. ACM Trans. Auton. Adapt. Syst. 11 (2) (2016)
Ahmed Salah, Emma Hart
A Modified Grid Diversity Operator for Discrete Optimization and its Application to Wind Farm Layout Optimization Problems. GECCO (Companion) (2016)
Ahmed Salah, Emma Hart
Grid Diversity Operator for Some Population-Based Optimization Algorithms. GECCO (Companion) (2015)
Emma Hart, Andreas Steyven, Ben Paechter
Improving Survivability in Environment-driven Distributed Evolutionary Algorithms through Explicit Relative Fitness and Fitness Proportionate Communication. GECCO (2015)
Neil B. Urquhart, Emma Hart, Alistair Judson
Multi-Modal Employee Routing with Time Windows in an Urban Environment. GECCO (Companion) (2015)
Eduardo Segredo, Carlos Segura, Coromoto León, Emma Hart
A fuzzy logic controller applied to a diversity-based multi-objective evolutionary algorithm for single-objective optimisation. Soft Comput. 19 (10) (2015)
Giacomo Cabri, Emma Hart
Introduction to the Special Issue on Collective Adaptive Systems. Scalable Comput. Pract. Exp. 16 (3) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Emma Hart