Stephen Kelly

According to our database, Stephen Kelly authored at least 40 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Negativists, enthusiasts and others: a typology of players in free-to-play games.

Vojtech Klézl, Stephen Kelly

Multim. Tools Appl., February, 2023

Discovering Adaptable Symbolic Algorithms from Scratch.

Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real

IROS, 2023

MOAZ: A Multi-Objective AutoML-Zero Framework.

Ritam Guha, Wei Ao, Stephen Kelly, Vishnu Boddeti, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2021

Emergent Tangled Program Graphs in Partially Observable Recursive Forecasting and ViZDoom Navigation Tasks.

Stephen Kelly, Robert J. Smith, Malcolm I. Heywood, Wolfgang Banzhaf

ACM Trans. Evol. Learn. Optim., 2021

Why organizations fail to share knowledge: an empirical investigation and opportunities for improvement.

John Israilidis, Evangelia Siachou, Stephen Kelly

Inf. Technol. People, 2021

Evolving hierarchical memory-prediction machines in multi-task reinforcement learning.

Stephen Kelly, Tatiana Voegerl, Wolfgang Banzhaf, Cedric Gondro

Genet. Program. Evolvable Mach., 2021

Digital Supply Chain Management in the Videogames Industry: A Systematic Literature Review.

Stephen Kelly, Vojtech Klézl, John Israilidis, Neil Malone, Stuart Butler

Comput. Games J., 2021

The factory must grow: automation in Factorio.

Kenneth N. Reid, Iliya Miralavy, Stephen Kelly, Wolfgang Banzhaf, Cedric Gondro

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

2020

A modular memory framework for time series prediction.

Stephen Kelly, Jacob Newsted, Wolfgang Banzhaf, Cedric Gondro

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

2019

Temporal Memory Sharing in Visual Reinforcement Learning.

Stephen Kelly, Wolfgang Banzhaf

Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

2018

Bonferroni Mean With Weighted Interaction.

Andrea Mesiarová-Zemánková, Stephen Kelly, Khurshid Ahmad

IEEE Trans. Fuzzy Syst., 2018

Discovering Agent Behaviors Through Code Reuse: Examples From Half-Field Offense and Ms. Pac-Man.

Stephen Kelly, Malcolm I. Heywood

IEEE Trans. Games, 2018

Estimating the impact of domain-specific news sentiment on financial assets.

Stephen Kelly, Khurshid Ahmad

Knowl. Based Syst., 2018

Emergent Solutions to High-Dimensional Multitask Reinforcement Learning.

Stephen Kelly, Malcolm I. Heywood

Evol. Comput., 2018

Emergent Tangled Program Graphs in Multi-Task Learning.

Stephen Kelly, Malcolm I. Heywood

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial.

Stephen Kelly, Robert J. Smith, Malcolm I. Heywood

Proceedings of the Genetic Programming Theory and Practice XVI, 2018

2017

Facilitating knowledge management through filtered big data: SME competitiveness in an agri-food sector.

Christina O'Connor, Stephen Kelly

J. Knowl. Manag., 2017

Mining Multimodal Information on Social Media for Increased Situational Awareness.

Stephen Kelly, Xiubo Zhang, Khurshid Ahmad

Proceedings of the 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2017

Finding Sentiment in Noise: Non-linear Relationships Between Sentiment and Financial Markets.

Zeyan Zhao, Stephen Kelly, Khurshid Ahmad

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Multi-task learning in Atari video games with emergent tangled program graphs.

Stephen Kelly, Malcolm I. Heywood

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Emergent Tangled Graph Representations for Atari Game Playing Agents.

Stephen Kelly, Malcolm I. Heywood

Proceedings of the Genetic Programming - 20th European Conference, 2017

2016

Collaborative Data Analysis and Discovery for Cyber Security.

Diane Staheli, Vincent Mancuso, Raul Harnasch, Cody Fulcher, Madeline Chmielinski, Adam Kearns, Stephen Kelly, Era Vuksani

Proceedings of the 2nd Workshop on Security Information Workers, 2016

Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment.

Robert J. Smith, Stephen Kelly, Malcolm I. Heywood

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP.

Jessica P. C. Bonson, Stephen Kelly, Andrew R. McIntyre, Malcolm I. Heywood

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

The Slandail Monitor: Real-Time Processing and Visualisation of Social Media Data for Emergency Management.

Xiubo Zhang, Stephen Kelly, Khurshid Ahmad

Proceedings of the 11th International Conference on Availability, Reliability and Security, 2016

2015

The Impact of News Media and Affect in Financial Markets.

Stephen Kelly, Khurshid Ahmad

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Propagating Disaster Warnings on Social and Digital Media.

Stephen Kelly, Khurshid Ahmad

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task.

Stephen Kelly, Malcolm I. Heywood

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Assistive Trajectories for Human-in-the-Loop Mobile Robotic Platforms.

Michael Gillham, Gareth Howells, Stephen Kelly

Proceedings of the Sixth International Conference on Emerging Security Technologies, 2015

2014

On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task.

Stephen Kelly, Malcolm I. Heywood

Proceedings of the Genetic Programming - 17th European Conference, 2014

Powered Wheelchair Platform for Assistive Technology Development.

Martin Henderson, Stephen Kelly, Robert Horne, Michael Gillham, Matthew Pepper, Jean-Marc Capron

Proceedings of the Fifth International Conference on Emerging Security Technologies, 2014

Non-overlapping Dual Camera Fall Detection Using the Nao Humanoid Robot.

Edward Catley, Konstantinos Sirlantzis, Gareth Howells, Stephen Kelly

Proceedings of the Fifth International Conference on Emerging Security Technologies, 2014

Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task.

Stephen Kelly, Malcolm I. Heywood

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Biophysically Accurate Foating Point Neuroprocessors for Reconfigurable Logic.

Yiwei Zhang, Joseph McGeehan, Edward Regan, Stephen Kelly, José Luis Núñez-Yáñez

IEEE Trans. Computers, 2013

Real-Time Doorway Detection and Alignment Determination for Improved Trajectory Generation in Assistive Mobile Robotic Wheelchairs.

Michael Gillham, Gareth Howells, Sarah K. Spurgeon, Stephen Kelly, Matthew Pepper

Proceedings of the Fourth International Conference on Emerging Security Technologies, 2013

2012

Sentiment Proxies: Computing Market Volatility.

Stephen Kelly, Khurshid Ahmad

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Highly efficient localisation utilising weightless neural systems.

Ben McElroy, Michael Gillham, Gareth Howells, Sarah K. Spurgeon, Stephen Kelly, John C. Batchelor, Matthew Pepper

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

On run time libraries and hierarchical symbiosis.

Stephen Kelly, Peter Lichodzijewski, Malcolm I. Heywood

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evaluation of 3D animated human model from 3D scanner and motion capture to be used in electromagnetic simulator for body-centric system.

Srijittra Swaisaenyakorn, Stephen Kelly, P. R. Young, John C. Batchelor

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2009

A biophysically accurate floating point somatic neuroprocessor.

Yiwei Zhang, José L. Núñez-Yáñez, Joe McGeehan, Edward Regan, Stephen Kelly

Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009