Enda Howley
Title
Cited by
Cited by
Year
Applying reinforcement learning towards automating resource allocation and application scalability in the cloud
E Barrett, E Howley, J Duggan
Concurrency and Computation: Practice and Experience 25 (12), 1656-1674, 2013
2292013
An experimental review of reinforcement learning algorithms for adaptive traffic signal control
P Mannion, J Duggan, E Howley
Autonomic road transport support systems, 47-66, 2016
1772016
Traffic light control using deep policy-gradient and value-function-based reinforcement learning
SS Mousavi, M Schukat, E Howley
IET Intelligent Transport Systems 11 (7), 417-423, 2017
1652017
Deep reinforcement learning: an overview
SS Mousavi, M Schukat, E Howley
Proceedings of SAI Intelligent Systems Conference, 426-440, 2016
962016
Forecasting energy demand, wind generation and carbon dioxide emissions in Ireland using evolutionary neural networks
K Mason, J Duggan, E Howley
Energy 155, 705-720, 2018
642018
A learning architecture for scheduling workflow applications in the cloud
E Barrett, E Howley, J Duggan
2011 IEEE ninth European conference on web services, 83-90, 2011
642011
Multi-objective dynamic economic emission dispatch using particle swarm optimisation variants
K Mason, J Duggan, E Howley
Neurocomputing 270, 188-197, 2017
612017
Predicting host CPU utilization in the cloud using evolutionary neural networks
K Mason, M Duggan, E Barrett, J Duggan, E Howley
Future Generation Computer Systems 86, 162-173, 2018
492018
A multi-objective neural network trained with differential evolution for dynamic economic emission dispatch
K Mason, J Duggan, E Howley
International Journal of Electrical Power & Energy Systems 100, 201-221, 2018
472018
Predicting host CPU utilization in cloud computing using recurrent neural networks
M Duggan, K Mason, J Duggan, E Howley, E Barrett
2017 12th International Conference for Internet Technology and Secured …, 2017
422017
An energy efficient anti-correlated virtual machine placement algorithm using resource usage predictions
R Shaw, E Howley, E Barrett
Simulation Modelling Practice and Theory 93, 322-342, 2019
392019
Parallel reinforcement learning for traffic signal control
P Mannion, J Duggan, E Howley
Procedia Computer Science 52, 956-961, 2015
342015
A network aware approach for the scheduling of virtual machine migration during peak loads
M Duggan, J Duggan, E Howley, E Barrett
Cluster Computing 20 (3), 2083-2094, 2017
332017
An advanced reinforcement learning approach for energy-aware virtual machine consolidation in cloud data centers
R Shaw, E Howley, E Barrett
2017 12th International Conference for Internet Technology and Secured …, 2017
292017
Policy invariance under reward transformations for multi-objective reinforcement learning
P Mannion, S Devlin, K Mason, J Duggan, E Howley
Neurocomputing 263, 60-73, 2017
292017
The emergence of cooperation among agents using simple fixed bias tagging
E Howley, C O'Riordan
2005 IEEE Congress on Evolutionary Computation 2, 1011-1016, 2005
282005
An autonomous network aware vm migration strategy in cloud data centres
M Duggan, J Duggan, E Howley, E Barrett
2016 International Conference on Cloud and Autonomic Computing (ICCAC), 24-32, 2016
272016
The influence of random interactions and decision heuristics on norm evolution in social networks
D Mungovan, E Howley, J Duggan
Computational and Mathematical Organization Theory 17 (2), 152-178, 2011
262011
A reinforcement learning approach for dynamic selection of virtual machines in cloud data centres
M Duggan, K Flesk, J Duggan, E Howley, E Barrett
2016 Sixth International Conference on Innovative Computing Technology …, 2016
252016
Multi-objective dynamic dispatch optimisation using multi-agent reinforcement learning
P Mannion, K Mason, S Devlin, J Duggan, E Howley
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
242016
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