Research output per year
Research output per year
Personal profile
Research Interests
Dr. Howley has a broad set of research interests in the areas of machine learning and multi-agent systems. He supervises a number of projects which span topics such as: Multi-Agent Systems Learning and Evolution Complex Adaptive Systems System Dynamics amp; Simulation Norms and Social Networks Cloud Computing amp; Energy Optimisation. Smart Cities Bioinformatics
Teaching Interests
Dr. Howley has a broad range of teaching interests such as:Agents, Multi-Agent Systems amp; Reinforcement Learning Algorithms and Logic Programming Languages (C, C# and Java) Programming Paradigms Software Engineering Artificial Intelligence
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
B.Sc, Ph.D
External positions
Lecturer, National University of Ireland Galway
1 Sep 2012 → …
Accepting PhD Students
- Accepting PhD Students
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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ADT: Time series anomaly detection for cyber-physical systems via deep reinforcement learning
Yang, X., Howley, E. & Schukat, M., Jun 2024, In: Computers and Security. 141, 103825.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access8 Citations (Scopus) -
Agent-based dynamic thresholding for adaptive anomaly detection using reinforcement learning
Yang, X., Howley, E. & Schukat, M., 2024, (Accepted/In press) In: Neural Computing and Applications. 109546.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
2 Citations (Scopus) -
Artificial neural networks based predictions towards the auto-tuning and optimization of parallel IO bandwidth in HPC system
Tipu, A. J. S., Conbhuí, P. & Howley, E., Feb 2024, In: Cluster Computing. 27, 1, p. 71-90 20 p.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access2 Citations (Scopus) -
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning
Reymond, M., Hayes, C. F., Willem, L., Rădulescu, R., Abrams, S., Roijers, D. M., Howley, E., Mannion, P., Hens, N., Nowé, A. & Libin, P., 1 Sep 2024, In: Expert Systems with Applications. 249, 123686.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access6 Citations (Scopus) -
Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning
Vamplew, P., Foale, C., Hayes, C. F., Mannion, P., Howley, E., Dazeley, R., Johnson, S., Källström, J., Ramos, G., Rădulescu, R., Röpke, W. & Roijers, D. M., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 2717-2721 5 p.Research output: Contribution to a Journal (Peer & Non Peer) › Conference article › peer-review
2 Citations (Scopus)
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Conference Chair - Cyber Research Conference Ireland (CRCI-2025)
Asghar, M. (Conference Organising Committee Chairperson), Howley, E. (Conference Organising Committee Chairperson), Shifa, A. (Organising Chair) & Schukat, M. (Organising Chair)
1 Dec 2025Activity: Participating in or organising an event › Organising a conference, workshop, ...
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Xue Yang
Howley, E. (Co-Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Irish Senthilkumar
Howley, E. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Kevin Derrane
Howley, E. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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AAMAS Track Chair - Learning & Adaptation (External) (External organisation)
Howley, E. (Member)
31 May 2020 → …Activity: Membership › Membership of committee
Prizes
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Postgraduate Programme of the Year in Information Technology
Howley, E. (Recipient), Apr 2015
Prize: Honorary award
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Shortlisted Finalist in the NUI Galway Presidents Teaching Awards
Howley, E. (Recipient), 2015
Prize: Honorary award
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Shortlisted Finalist in the NUI Galway Presidents Teaching Awards
Howley, E. (Recipient), 2014
Prize: Honorary award
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Shortlisted Finalist in the NUI Galway Presidents Teaching Awards
Howley, E. (Recipient), 2020
Prize: Honorary award
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Shortlisted Finalist in the NUI Galway Presidents Teaching Awards
Howley, E. (Recipient), 2018
Prize: Honorary award