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1

Traffic light control using deep policy-gradient and value-function-based reinforcement learning

Mousavi, Seyed Sajad, Schukat, Michael, Howley, Enda

Journal:

IET Intelligent Transport Systems

Year:

2017

Language:

english

File:

PDF, 2.19 MB

english, 2017

2

Reward shaping for knowledge-based multi-objective multi-agent reinforcement learning

Mannion, Patrick, Devlin, Sam, Duggan, Jim, Howley, Enda

Journal:

The Knowledge Engineering Review

Year:

2018

Language:

english

File:

PDF, 6.86 MB

english, 2018

3

Policy Invariance under Reward Transformations for Multi-Objective Reinforcement Learning

Mannion, Patrick, Devlin, Sam, Mason, Karl, Duggan, Jim, Howley, Enda

Journal:

Year:

2017

Language:

english

File:

PDF, 1.07 MB

english, 2017

4

A multi-objective neural network trained with differential evolution for dynamic economic emission dispatch

Mason, Karl, Duggan, Jim, Howley, Enda

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2018

Language:

english

File:

PDF, 1.55 MB

english, 2018

5

The effects of viscosity in choice and refusal IPD environments

Enda Howley, Colm O’Riordan

Journal:

Artificial Intelligence Review

Year:

2006

Language:

english

File:

PDF, 310 KB

english, 2006

6

The influence of random interactions and decision heuristics on norm evolution in social networks

Declan Mungovan, Enda Howley, Jim Duggan

Journal:

Computational and Mathematical Organization Theory

Year:

2011

Language:

english

File:

PDF, 1.38 MB

english, 2011

7

Applying reinforcement learning towards automating resource allocation and application scalability in the cloud

Enda Barrett, Enda Howley, Jim Duggan

Journal:

Concurrency and Computation: Practice and Experience

Year:

2012

Language:

english

File:

PDF, 10.86 MB

english, 2012

8

Co-evolutionary analysis: a policy exploration method for system dynamics models

Liu, Hongliang, Howley, Enda, Duggan, Jim

Journal:

System Dynamics Review

Year:

2012

Language:

english

File:

PDF, 227 KB

english, 2012

9

Observations on the shortest independent loop set algorithm

Jinjing Huang, Enda Howley, Jim Duggan

Journal:

System Dynamics Review

Year:

2012

Language:

english

File:

PDF, 303 KB

english, 2012

10

[IEEE 2011 IEEE 9th European Conference on Web Services (ECOWS) - Lugano, Switzerland (2011.09.14-2011.09.16)] 2011 IEEE Ninth European Conference on Web Services - A Learning Architecture for Scheduling Workflow Applications in the Cloud

Barrett, Enda, Howley, Enda, Duggan, Jim

Year:

2011

Language:

english

File:

PDF, 335 KB

english, 2011

11

[IEEE 2009 IEEE Congress on Evolutionary Computation (CEC) - Trondheim, Norway (2009.05.18-2009.05.21)] 2009 IEEE Congress on Evolutionary Computation - Optimisation of the Beer Distribution Game with complex customer demand patterns

Liu, Hongliang, Howley, Enda, Duggan, Jim

Year:

2009

Language:

english

File:

PDF, 180 KB

english, 2009

12

A parallel framework for Bayesian reinforcement learning

Barrett, Enda, Duggan, Jim, Howley, Enda

Journal:

Connection Science

Year:

2014

Language:

english

File:

PDF, 473 KB

english, 2014

13

Preface to the special issue: Adaptive Learning Agents Part 2

Devlin, Sam, Hennes, Daniel, Howley, Enda

Journal:

Connection Science

Year:

2014

Language:

english

File:

PDF, 42 KB

english, 2014

14

Preface to the special issue: Adaptive Learning Agents, Part 1

Devlin, Sam, Hennes, Daniel, Howley, Enda

Journal:

Connection Science

Year:

2014

Language:

english

File:

PDF, 75 KB

english, 2014

15

INVESTING IN THE COMMONS: A STUDY OF OPENNESS AND THE EMERGENCE OF COOPERATION

HOWLEY, ENDA, DUGGAN, JIM

Journal:

Advances in Complex Systems

Year:

2011

Language:

english

File:

PDF, 348 KB

english, 2011

16

Parallel Reinforcement Learning for Traffic Signal Control

Mannion, Patrick, Duggan, Jim, Howley, Enda

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 817 KB

english, 2015

17

SPIE Proceedings [SPIE OPTO-Ireland - Dublin, Ireland (Monday 4 April 2005)] Opto-Ireland 2005: Optical Sensing and Spectroscopy - Classification of a target analyte in solid mixtures using principal component analysis, support vector machines, and Raman spectroscopy

O'Connell, Marie-Louise, Howley, Tom, Ryder, Alan G., Leger, Marc N., Madden, Michael G., Byrne, Hugh J., Lewis, Elfed, MacCraith, Brian D., McGlynn, Enda, McLaughlin, James A., O'Sullivan, Gerard D.,

Year:

2005

Language:

english

File:

PDF, 628 KB

english, 2005

18

Preface to the special issue: adaptive learning agents

Vrancx, Peter, Howley, Enda, Knudson, Matt

Journal:

The Knowledge Engineering Review

Year:

2016

Language:

english

File:

PDF, 39 KB

english, 2016

19

[ACM Press the 6th International Conference - Montréal, Québec, Canada (2016.04.11-2016.04.13)] Proceedings of the 6th International Conference on Digital Health Conference - DH '16 - An Analytics Framework to Support Surge Capacity Planning for Emerging Epidemics

Curran, Martina, Howley, Enda, Duggan, Jim

Year:

2016

Language:

english

File:

PDF, 907 KB

english, 2016

20

A reinforcement learning approach for the scheduling of live migration from under utilised hosts

Duggan, Martin, Duggan, Jim, Howley, Enda, Barrett, Enda

Journal:

Memetic Computing

Year:

2016

Language:

english

File:

PDF, 902 KB

english, 2016

21

[IEEE 2016 International Conference on Cloud and Autonomic Computing (ICCAC) - Augsburg, Germany (2016.9.12-2016.9.16)] 2016 International Conference on Cloud and Autonomic Computing (ICCAC) - An Autonomous Network Aware VM Migration Strategy in Cloud Data Centres

Duggan, Martin, Duggan, Jim, Howley, Enda, Barrett, Enda

Year:

2016

Language:

english

File:

PDF, 379 KB

english, 2016

22

[IEEE 2016 Sixth International Conference on Innovative Computing Technology (INTECH) - Dublin, Ireland (2016.8.24-2016.8.26)] 2016 Sixth International Conference on Innovative Computing Technology (INTECH) - A reinforcement learning approach for dynamic selection of virtual machines in cloud data centres

Duggan, Martin, Flesk, Kieran, Duggan, Jim, Howley, Enda, Barrett, Enda

Year:

2016

Language:

english

File:

PDF, 231 KB

english, 2016

23

A network aware approach for the scheduling of virtual machine migration during peak loads

Duggan, Martin, Duggan, Jim, Howley, Enda, Barrett, Enda

Journal:

Cluster Computing

Year:

2017

Language:

english

File:

PDF, 1.49 MB

english, 2017

24

Multi-objective dynamic economic emission dispatch using particle swarm optimisation variants

Mason, Karl, Duggan, Jim, Howley, Enda

Journal:

Year:

2017

Language:

english

File:

PDF, 922 KB

english, 2017

25

[ACM Press the Genetic and Evolutionary Computation Conference Companion - Berlin, Germany (2017.07.15-2017.07.19)] Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '17 - Neural network topology and weight optimization through neuro differential evolution

Mason, Karl, Duggan, Jim, Howley, Enda

Year:

2017

Language:

english

File:

PDF, 375 KB

english, 2017

26

[ACM Press the Genetic and Evolutionary Computation Conference Companion - Berlin, Germany (2017.07.15-2017.07.19)] Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '17 - Evolving multi-objective neural networks using differential evolution for dynamic economic emission dispatch

Mason, Karl, Duggan, Jim, Howley, Enda

Year:

2017

Language:

english

File:

PDF, 647 KB

english, 2017

27

A Meta Optimisation Analysis of Particle Swarm Optimisation Velocity Update Equations for Watershed Management Learning

Mason, Karl, Duggan, Jim, Howley, Enda

Journal:

Applied Soft Computing

Year:

2017

Language:

english

File:

PDF, 645 KB

english, 2017

28

Multi-agent credit assignment in stochastic resource management games

Mannion, Patrick, Devlin, Sam, Duggan, Jim, Howley, Enda

Journal:

The Knowledge Engineering Review

Year:

2017

Language:

english

File:

PDF, 917 KB

english, 2017

29

Predicting host CPU utilization in the cloud using evolutionary neural networks

Mason, Karl, Duggan, Martin, Barrett, Enda, Duggan, Jim, Howley, Enda

Journal:

Future Generation Computer Systems

Year:

2018

Language:

english

File:

PDF, 2.14 MB

english, 2018

30

Forecasting energy demand, wind generation and carbon dioxide emissions in Ireland using evolutionary neural networks

Mason, Karl, Duggan, Jim, Howley, Enda

Journal:

Year:

2018

Language:

english

File:

PDF, 883 KB

english, 2018

31

[IEEE 2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) - Cambridge, United Kingdom (2017.12.11-2017.12.14)] 2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) - Predicting host CPU utilization in cloud computing using recurrent neural networks

Duggan, Martin, Mason, Karl, Duggan, Jim, Howley, Enda, Barrett, Enda

Year:

2017

Language:

english

File:

PDF, 197 KB

english, 2017

32

[IEEE 2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) - Cambridge (2017.12.11-2017.12.14)] 2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) - An advanced reinforcement learning approach for energy-aware virtual machine consolidation in cloud data centers

Shaw, Rachael, Howley, Enda, Barrett, Enda

Year:

2017

Language:

english

File:

PDF, 386 KB

english, 2017

33

Watershed management using neuroevolution

Mason, Karl, Duggan, Jim, Howley, Enda

Journal:

Modeling Earth Systems and Environment

Year:

2018

Language:

english

File:

PDF, 883 KB

english, 2018

34

Chordomics: a visualisation tool for linking function to phylogeny in microbiomes

McDonnell, Kevin, Waters, Nicholas, Howley, Enda, Abram, Florence, Wren, Jonathan

Journal:

Year:

2019

Language:

english

File:

PDF, 265 KB

english, 2019

35

An intelligent ensemble learning approach for energy efficient and interference aware dynamic virtual machine consolidation

Shaw, Rachael, Howley, Enda, Barrett, Enda

Journal:

Simulation Modelling Practice and Theory

Year:

2019

Language:

english

File:

PDF, 1.96 MB

english, 2019

36

Dynamic virtual machine consolidation using a multi-agent system to optimise energy efficiency in cloud computing

Mc Donnell, Nicola, Howley, Enda, Duggan, Jim

Journal:

Future Generation Computer Systems

Year:

2020

File:

PDF, 1.64 MB

2020

37

Exploring avoidance strategies and neighbourhood topologies in particle swarm optimisation

Mason, Karl, Howley, Enda

Journal:

International Journal of Swarm Intelligence

Year:

2016

File:

PDF, 1.04 MB

2016