Karl Mason
Karl Mason
National University of Ireland Galway
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
A review of reinforcement learning for autonomous building energy management
K Mason, S Grijalva
Computers & Electrical Engineering 78, 300-312, 2019
872019
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
772018
Multi-objective dynamic economic emission dispatch using particle swarm optimisation variants
K Mason, J Duggan, E Howley
Neurocomputing 270, 188-197, 2017
732017
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
602018
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
552018
Predicting Host CPU Utilization in Cloud Computing using Recurrent Neural Networks
M Duggan, K Mason, J Duggan, E Howley, E Barrett
The 8th International Workshop on Cloud Applications and Security, 2017
522017
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
322017
Dynamic economic emissions dispatch optimisation using multi-agent reinforcement learning
P Mannion, K Mason, S Devlin, J Duggan, E Howley
Proceedings of the Adaptive and Learning Agents workshop (at AAMAS 2016), 2016
262016
A meta optimisation analysis of particle swarm optimisation velocity update equations for watershed management learning
K Mason, J Duggan, E Howley
Applied Soft Computing 62, 148-161, 2018
242018
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
232016
Applying multi-agent reinforcement learning to watershed management
K Mason, P Mannion, J Duggan, E Howley
Proceedings of the Adaptive and Learning Agents workshop (at AAMAS 2016) 8, 2016
222016
A Deep Neural Network Approach for Behind-the-Meter Residential PV Size, Tilt and Azimuth Estimation
K Mason, M Reno, L Blakely, S Vejdan, S Grijalva
Solar Energy 196, 260-269, 2020
192020
Neural network topology and weight optimization through neuro differential evolution
K Mason, J Duggan, E Howley
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
182017
Evolving multi-objective neural networks using differential evolution for dynamic economic emission dispatch
K Mason, J Duggan, E Howley
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
162017
Exploring avoidance strategies and neighbourhood topologies in particle swarm optimisation
K Mason, E Howley
International Journal of Swarm Intelligence 2 (2-4), 188-207, 2016
152016
Avoidance strategies in particle swarm optimisation
K Mason, E Howley
International Conference on Soft Computing-MENDEL, 3-15, 2016
122016
Avoidance techniques & neighbourhood topologies in particle swarm optimisation
K Mason, E Howley
Master's thesis, National University of Ireland Galway, 2015
102015
Watershed Management using Neuroevolution
K Mason, J Duggan, E Howley
Modeling Earth Systems and Environment, 2018
62018
Maze Navigation using Neural Networks Evolved with Novelty Search and Differential Evolution
K Mason, J Duggan, E Howley
Adaptive and Learning Agents Workshop (at ICML-AAMAS 2018), 2018
52018
An “On The Fly” Framework for Efficiently Generating Synthetic Big Data Sets
K Mason, S Vejdan, S Grijalva
2019 IEEE International Conference on Big Data (Big Data), 3379-3387, 2019
42019
The system can't perform the operation now. Try again later.
Articles 1–20