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Stephen Kelly
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2020 – today
- 2024
- [c30]Tanya Djavaherpour, Ali Naqvi, Stephen Kelly:
Tangled Program Graphs with Indexed Memory in Control Tasks with Short Time Dependencies. IJCCI 2024: 296-303 - [i4]Ethan Sequeira, Hussein Saad, Stephen Kelly, Matthew Giamou:
Towards Optimal Beacon Placement for Range-Aided Localization. CoRR abs/2405.11550 (2024) - 2023
- [j11]Vojtech Klézl, Stephen Kelly:
Negativists, enthusiasts and others: a typology of players in free-to-play games. Multim. Tools Appl. 82(5): 7939-7960 (2023) - [c29]Ritam Guha, Wei Ao, Stephen Kelly, Vishnu Boddeti, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb:
MOAZ: A Multi-Objective AutoML-Zero Framework. GECCO 2023: 485-492 - [c28]Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real:
Discovering Adaptable Symbolic Algorithms from Scratch. IROS 2023: 3889-3896 - [i3]Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real:
Discovering Adaptable Symbolic Algorithms from Scratch. CoRR abs/2307.16890 (2023) - 2021
- [j10]Stephen Kelly, Vojtech Klézl, John Israilidis, Neil Malone, Stuart Butler:
Digital Supply Chain Management in the Videogames Industry: A Systematic Literature Review. Comput. Games J. 10(1): 19-40 (2021) - [j9]Stephen Kelly, Tatiana Voegerl, Wolfgang Banzhaf, Cedric Gondro:
Evolving hierarchical memory-prediction machines in multi-task reinforcement learning. Genet. Program. Evolvable Mach. 22(4): 573-605 (2021) - [j8]John Israilidis, Evangelia Siachou, Stephen Kelly:
Why organizations fail to share knowledge: an empirical investigation and opportunities for improvement. Inf. Technol. People 34(5): 1513-1539 (2021) - [j7]Stephen Kelly, Robert J. Smith, Malcolm I. Heywood, Wolfgang Banzhaf:
Emergent Tangled Program Graphs in Partially Observable Recursive Forecasting and ViZDoom Navigation Tasks. ACM Trans. Evol. Learn. Optim. 1(3): 11:1-11:41 (2021) - [c27]Kenneth N. Reid, Iliya Miralavy, Stephen Kelly, Wolfgang Banzhaf, Cedric Gondro:
The factory must grow: automation in Factorio. GECCO Companion 2021: 243-244 - [i2]Kenneth N. Reid, Iliya Miralavy, Stephen Kelly, Wolfgang Banzhaf, Cedric Gondro:
The Factory Must Grow: Automation in Factorio. CoRR abs/2102.04871 (2021) - [i1]Stephen Kelly, Tatiana Voegerl, Wolfgang Banzhaf, Cedric Gondro:
Evolving Hierarchical Memory-Prediction Machines in Multi-Task Reinforcement Learning. CoRR abs/2106.12659 (2021) - 2020
- [c26]Stephen Kelly, Jacob Newsted, Wolfgang Banzhaf, Cedric Gondro:
A modular memory framework for time series prediction. GECCO 2020: 949-957
2010 – 2019
- 2019
- [c25]Stephen Kelly, Wolfgang Banzhaf:
Temporal Memory Sharing in Visual Reinforcement Learning. GPTP 2019: 101-119 - 2018
- [j6]Stephen Kelly, Malcolm I. Heywood:
Emergent Solutions to High-Dimensional Multitask Reinforcement Learning. Evol. Comput. 26(3) (2018) - [j5]Stephen Kelly, Khurshid Ahmad:
Estimating the impact of domain-specific news sentiment on financial assets. Knowl. Based Syst. 150: 116-126 (2018) - [j4]Stephen Kelly, Malcolm I. Heywood:
Discovering Agent Behaviors Through Code Reuse: Examples From Half-Field Offense and Ms. Pac-Man. IEEE Trans. Games 10(2): 195-208 (2018) - [j3]Andrea Mesiarová-Zemánková, Stephen Kelly, Khurshid Ahmad:
Bonferroni Mean With Weighted Interaction. IEEE Trans. Fuzzy Syst. 26(5): 3085-3096 (2018) - [c24]Stephen Kelly, Robert J. Smith, Malcolm I. Heywood:
Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial. GPTP 2018: 37-57 - [c23]Stephen Kelly, Malcolm I. Heywood:
Emergent Tangled Program Graphs in Multi-Task Learning. IJCAI 2018: 5294-5298 - 2017
- [j2]Christina O'Connor, Stephen Kelly:
Facilitating knowledge management through filtered big data: SME competitiveness in an agri-food sector. J. Knowl. Manag. 21(1): 156-179 (2017) - [c22]Stephen Kelly, Malcolm I. Heywood:
Emergent Tangled Graph Representations for Atari Game Playing Agents. EuroGP 2017: 64-79 - [c21]Stephen Kelly, Malcolm I. Heywood:
Multi-task learning in Atari video games with emergent tangled program graphs. GECCO 2017: 195-202 - [c20]Zeyan Zhao, Stephen Kelly, Khurshid Ahmad:
Finding Sentiment in Noise: Non-linear Relationships Between Sentiment and Financial Markets. IDEAL 2017: 580-591 - [c19]Stephen Kelly, Xiubo Zhang, Khurshid Ahmad:
Mining Multimodal Information on Social Media for Increased Situational Awareness. ISCRAM 2017 - 2016
- [c18]Xiubo Zhang, Stephen Kelly, Khurshid Ahmad:
The Slandail Monitor: Real-Time Processing and Visualisation of Social Media Data for Emergency Management. ARES 2016: 786-791 - [c17]Robert J. Smith, Stephen Kelly, Malcolm I. Heywood:
Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment. GECCO 2016: 789-796 - [c16]Jessica P. C. Bonson, Stephen Kelly, Andrew R. McIntyre, Malcolm I. Heywood:
On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP. GECCO (Companion) 2016: 969-976 - [c15]Diane Staheli, Vincent Mancuso, Raul Harnasch, Cody Fulcher, Madeline Chmielinski, Adam Kearns, Stephen Kelly, Era Vuksani:
Collaborative Data Analysis and Discovery for Cyber Security. WSIW@SOUPS 2016 - 2015
- [c14]Michael Gillham, Gareth Howells, Stephen Kelly:
Assistive Trajectories for Human-in-the-Loop Mobile Robotic Platforms. EST 2015: 56-61 - [c13]Stephen Kelly, Malcolm I. Heywood:
Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task. GECCO 2015: 1143-1150 - [c12]Stephen Kelly, Khurshid Ahmad:
Propagating Disaster Warnings on Social and Digital Media. IDEAL 2015: 475-484 - [c11]Stephen Kelly, Khurshid Ahmad:
The Impact of News Media and Affect in Financial Markets. IDEAL 2015: 535-540 - 2014
- [c10]Stephen Kelly, Malcolm I. Heywood:
Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task. AAAI 2014: 3110-3111 - [c9]Martin Henderson, Stephen Kelly, Robert Horne, Michael Gillham, Matthew Pepper, Jean-Marc Capron:
Powered Wheelchair Platform for Assistive Technology Development. EST 2014: 52-56 - [c8]Edward Catley, Konstantinos Sirlantzis, Gareth Howells, Stephen Kelly:
Non-overlapping Dual Camera Fall Detection Using the Nao Humanoid Robot. EST 2014: 67-70 - [c7]Stephen Kelly, Malcolm I. Heywood:
On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task. EuroGP 2014: 75-86 - 2013
- [j1]Yiwei Zhang, Joseph McGeehan, Edward Regan, Stephen Kelly, José Luis Núñez-Yáñez:
Biophysically Accurate Foating Point Neuroprocessors for Reconfigurable Logic. IEEE Trans. Computers 62(3): 599-608 (2013) - [c6]Michael Gillham, Gareth Howells, Sarah K. Spurgeon, Stephen Kelly, Matthew Pepper:
Real-Time Doorway Detection and Alignment Determination for Improved Trajectory Generation in Assistive Mobile Robotic Wheelchairs. EST 2013: 62-65 - 2012
- [c5]Srijittra Swaisaenyakorn, Stephen Kelly, P. R. Young, John C. Batchelor:
Evaluation of 3D animated human model from 3D scanner and motion capture to be used in electromagnetic simulator for body-centric system. BMEI 2012: 632-636 - [c4]Stephen Kelly, Peter Lichodzijewski, Malcolm I. Heywood:
On run time libraries and hierarchical symbiosis. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c3]Ben McElroy, Michael Gillham, Gareth Howells, Sarah K. Spurgeon, Stephen Kelly, John C. Batchelor, Matthew Pepper:
Highly efficient localisation utilising weightless neural systems. ESANN 2012 - [c2]Stephen Kelly, Khurshid Ahmad:
Sentiment Proxies: Computing Market Volatility. IDEAL 2012: 771-778
2000 – 2009
- 2009
- [c1]Yiwei Zhang, José L. Núñez-Yáñez, Joe McGeehan, Edward Regan, Stephen Kelly:
A biophysically accurate floating point somatic neuroprocessor. FPL 2009: 26-31
Coauthor Index
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