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[13]
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Andrei Marinescu, Irene Macaluso, and Luiz A. DaSilva.
A multi-agent neural network for dynamic frequency reuse in LTE networks
Workshop on Promises and Challenges of Machine Learning in Communication Networks (ML4COM), ICC IEEE, 2018.
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[12]
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Andrei Marinescu, Irene Macaluso, and Luiz A. DaSilva.
System Level Evaluation and Validation of the ns-3 LTE Module in 3GPP Reference Scenarios.
13th ACM International Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet17), 2017.
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[11]
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Ivana Dusparic, Adam Taylor, Andrei Marinescu, Fatemeh Golpayegani, and Siobhan
Clarke.
Residential demand response: Experimental evaluation and comparison
of self-organizing techniques.
Renewable and Sustainable Energy Reviews, 80:1528--1536, 2017.
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.pdf ]
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[10]
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Andrei Marinescu, Ivana Dusparic, and Siobhán Clarke.
Prediction-based multi-agent reinforcement learning in inherently
non-stationary environments.
ACM Transactions on Autonomous and Adaptive Systems (TAAS),
12(2):9, 2017.
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.pdf ]
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[9]
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Ivana Dusparic, Adam Taylor, Andrei Marinescu, Vinny Cahill, and Siobhán
Clarke.
Maximizing renewable energy use with decentralized residential demand
response.
In Smart Cities Conference (ISC2), 2015 IEEE First
International, pages 1--6. IEEE, 2015.
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[8]
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Andrei Marinescu, Ivana Dusparic, Adam Taylor, Vinny Cahill, and Siobhán
Clarke.
P-marl: Prediction-based multi-agent reinforcement learning for
non-stationary environments.
In Proceedings of the 2015 International Conference on
Autonomous Agents and Multiagent Systems, pages 1897--1898. ACM, 2015.
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.pdf ]
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[7]
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Adam Taylor, Ivana Dusparic, Colin Harris, Andrei Marinescu, Edgar
Galván-López, Fatemeh Golpayegani, Siobhán Clarke, and Vinny
Cahill.
Self-organising algorithms for residential demand response.
In Technologies for Sustainability (SusTech), 2014 IEEE
Conference on, pages 55--60. IEEE, 2014.
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[6]
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Andrei Marinescu, Ivana Dusparic, Colin Harris, Vinny Cahill, and Siobhán
Clarke.
A dynamic forecasting method for small scale residential electrical
demand.
In Neural Networks (IJCNN), 2014 International Joint Conference
on, pages 3767--3774. IEEE, 2014.
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[5]
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Colin Harris, Ivana Dusparic, Edgar Galván-López, Andrei Marinescu,
Vinny Cahill, and Siobhán Clarke.
Set point control for charging of electric vehicles on the
distribution network.
In Innovative Smart Grid Technologies Conference (ISGT), 2014
IEEE PES, pages 1--5. IEEE, 2014.
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[4]
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Andrei Marinescu, Colin Harris, Ivana Dusparic, Vinny Cahill, and Siobhán
Clarke.
A hybrid approach to very small scale electrical demand forecasting.
In Innovative Smart Grid Technologies Conference (ISGT), 2014
IEEE PES, pages 1--5. IEEE, 2014.
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[3]
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Colin Harris, Ronan Doolan, Ivana Dusparic, Andrei Marinescu, Vinny Cahill, and
Siobhan Clarke.
A distributed agent based mechanism for shaping of aggregate demand
on the smart grid.
In Energy Conference (ENERGYCON), 2014 IEEE International,
pages 737--742. IEEE, 2014.
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[2]
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Ivana Dusparic, Colin Harris, Andrei Marinescu, Vinny Cahill, and Siobhán
Clarke.
Multi-agent residential demand response based on load forecasting.
In Technologies for Sustainability (SusTech), 2013 1st IEEE
Conference on, pages 90--96. IEEE, 2013.
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[1]
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Andrei Marinescu, Colin Harris, Ivana Dusparic, Siobhán Clarke, and Vinny
Cahill.
Residential electrical demand forecasting in very small scale: An
evaluation of forecasting methods.
In Software Engineering Challenges for the Smart Grid (SE4SG),
2013 2nd International Workshop on, pages 25--32. IEEE, 2013.
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