Enda Howley
National University of Ireland, Galway
H-index: 29
Europe-Ireland
Top articles of Enda Howley
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
ADT: Time series anomaly detection for cyber-physical systems via deep reinforcement learning | Computers & Security | Xue Yang Enda Howley Michael Schukat | 2024/6/1 |
Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning | arXiv preprint arXiv:2402.02665 | Peter Vamplew Cameron Foale Conor F Hayes Patrick Mannion Enda Howley | 2024/2/5 |
Artificial neural networks based predictions towards the auto-tuning and optimization of parallel IO bandwidth in HPC system | Cluster Computing | Abdul Jabbar Saeed Tipu Padraig O Conbhui Enda Howley | 2024/2 |
Exploring the pareto front of multi-objective covid-19 mitigation policies using reinforcement learning | Expert Systems with Applications | Mathieu Reymond Conor F. Hayes Lander Willem Roxana Rădulescu Steven Abrams | 2024/3/24 |
A Brief Guide to Multi-Objective Reinforcement Learning and Planning | Conor F Hayes Roxana Rădulescu Eugenio Bargiacchi Johan Kallstrom Matthew Macfarlane | 2023/5/30 | |
A genetic programming-based framework for semi-automated multi-agent systems engineering | ACM Transactions on Autonomous and Adaptive Systems | Nicola Mc Donnell Jim Duggan Enda Howley | 2023/5/29 |
Distributional multi-objective decision making | WIllem Röpke Conor F. Hayes Patrick Mannion Enda Howley Ann Nowé | 2023/8/22 | |
Seismic data IO and sorting optimization in HPC through ANNs prediction based auto-tuning for ExSeisDat | Neural Computing and Applications | Abdul Jabbar Saeed Tipu Pádraig Ó Conbhuí Enda Howley | 2023/3 |
ADT: Agent-based Dynamic Thresholding for Anomaly Detection | arXiv preprint arXiv:2312.01488 | Xue Yang Enda Howley Micheal Schukat | 2023/12/3 |
Critical evaluation of the use of artificial data for machine learning based de novo peptide identification | Computational and Structural Biotechnology Journal | Kevin McDonnell Enda Howley Florence Abram | 2023/1/1 |
Monte Carlo tree search algorithms for risk-aware and multi-objective reinforcement learning | Autonomous Agents and Multi-Agent Systems | Conor F Hayes Mathieu Reymond Diederik M Roijers Enda Howley Patrick Mannion | 2023/4/28 |
Application of a novel hybrid cnn-gnn for peptide ion encoding | Journal of Proteome Research | Kevin McDonnell Florence Abram Enda Howley | 2022/12/19 |
Decision-theoretic planning for the expected scalarised returns | Conor F Hayes Diederik M Roijers Enda Howley Patrick Mannion | 2022/5/9 | |
Thermodynamically-motivated chemo-mechanical models and multicellular simulation to provide new insight into active cell and tumour remodelling | Irish Senthilkumar Enda Howley Eoin McEvoy | 2022/10/15 | |
The Application of Reinforcement Learning to the FlipIt Security Game | Xue Yang Enda Howley Michael Schukat | 2022/4/25 | |
Applying neural networks to predict hpc-i/o bandwidth over seismic data on lustre file system for exseisdat | Cluster Computing | Abdul Jabbar Saeed Tipu Padraig Ó Conbhuí Enda Howley | 2022/8 |
A practical guide to multi-objective reinforcement learning and planning | Autonomous Agents and Multi-Agent Systems | Conor F Hayes Roxana Rădulescu Eugenio Bargiacchi Johan Källström Matthew Macfarlane | 2022/4 |
Expected scalarised returns dominance: A new solution concept for multi-objective decision making | Neural Computing and Applications | Conor Francis Hayes Timothy Verstraeten Diederik Marijn Roijers Enda Howley Patrick Mannion | 2022/7/5 |
Multi-objective distributional value iteration | Conor Francis Hayes Diederik Marijn Roijers Enda Howley Patrick Mannion | 2022/5/9 | |
The impact of noise and missing fragmentation cleavages on de novo peptide identification algorithms | Computational and Structural Biotechnology Journal | Kevin McDonnell Enda Howley Florence Abram | 2022/1/1 |
Co-Authors
