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Year Authors Title
  2017 Andrei Marinescu, Ivana Dusparic, Siobhán Clarke. Prediction-Based Multi-Agent Reinforcement Learning in Inherently Non-Stationary Environments ACM Transactions on Autonomous and Adaptive Systems, 12(2). DOI:
  2017 Dusparic, I., Taylor, A., Marinescu, A., Golpayegani, F., Clarke, S. Residential demand response: Experimental evaluation and comparison of self-organizing techniques Renewable and Sustainable Energy Reviews, 80, pp1528-1536 . DOI:
  2017 Nicolás Cardozo, Ivana Dusparic, Jorge H. Castro Peace COrP: Learning to solve conflicts between contexts 9th Workshop on Context-Oriented Programming (COP 2017) at ECOOP 2017. DOI:
  2017 Fatemeh Golpayegani, Zahra Sahaf, Ivana Dusparic, SIobhan Clarke Participant Selection for Short-term Collaboration in Open Multi-agent systems Simulation Modelling Practice and Theory. DOI:
  2016 Golpayegani F, Dusparic I, Taylor A, Clarke S Multi-agent Collaboration for Conflict Management in Residential Demand Response Computer Communications, 96, pp63-72. DOI:
  2016 I. Dusparic, J. Monteil and V. Cahill Towards autonomic urban traffic control with collaborative multi-policy reinforcement learning 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC). DOI:
  2015 Golpayegani, F., Dusparic, I., Clarke, S. Collaborative, parallel Monte Carlo Tree Search for autonomous electricity demand management Sustainable Internet and ICT for Sustainability, SustainIT 2015, pp7101360-. DOI: 10.1109/SustainIT.2015.7101360
  2015 Ivana Dusparic, Adam Taylor, Andrei Marinescu, Vinny Cahill and Siobhán Clarke. Maximizing Renewable Energy Use with Decentralized Residential Demand Response. International Smart Cities Conference (ISC2), pp7366212. DOI:
  2015 Marinescu A, Dusparic I, Taylor A, Canili V, Clarke S P-MARL: Prediction-based Multi-Agent Reinforcement Learning for non-stationary environments (extended abstract) , 3, pp1897-1898
  2015 Cavallo J, Marinescu A, Dusparic I, Clarke S Evaluation of forecasting methods for very small-scale networks Data Analytics for Renewable Energy Integration, pp56–75. DOI:
  2014 Harris, C. : Doolan, R. ; Dusparic, I. ; Marinescu, A. ; Cahill, V. ; Clarke, S. A distributed agent based mechanism for shaping of aggregate demand on the smart grid ENERGYCON 2014 - IEEE, pp737 - 742 . DOI:
  2014 Adam Taylor, Edgar Galván-López, Ivana Dusparic, Colin Harris, Andrei Marinescu, Siobhán Clarke and Vinny Cahill Self-Organising Algorithms for Residential Demand Response IEEE Conference on Technologies for Sustainability - Engineering and the Environment (SusTech 2014), pp55-60. DOI:
  2014 Harris, C., Dusparic, I., Galván-López, E., (...), Cahill, V., Clarke, S. Set point control for charging of electric vehicles on the distribution network IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014, pp6816415. DOI:
  2014 Marinescu, A., Harris, C., Dusparic, I., Cahill, V., Clarke, S. A hybrid approach to very small scale electrical demand forecasting IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014, pp6816426-. DOI:
  2014 Adam Taylor, Ivana Dusparic, Edgar Galván-López, Siobhán Clarke and Vinny Cahill. Accelerating Learning in Multi-Objective Systems through Transfer Learning Special Session on Learning and Optimization in Multi-Criteria Dynamic and Uncertain Environments at the IEEE International Joint Conference on Neural Networks (IJCNN 2014).. DOI:
  2014 Andrei Marinescu, Ivana Dusparic, Colin Harris, Vinny Cahill, Siobhán Clarke A Dynamic Forecasting Method for Small Scale Residential Electrical Demand Proceeding of the International Joint Conference on Neural Networks. DOI:
  2013 Marinescu, A., Harris, C., Dusparic, I., Clarke, S., Cahill, V. Residential electrical demand forecasting in very small scale: An evaluation of forecasting methods 2nd International Workshop on Software Engineering Challenges for the Smart Grid, SE4SG 2013, pp25-32. DOI:
  2013 Dusparic, I., Harris, C., Marinescu, A., Cahill, V., Clarke, S. Multi-agent residential demand response based on load forecasting IEEE Conference on Technologies for Sustainability – Engineering and the Environment (SusTech), pp90-96. DOI:
  2012 Edgar Galvan-Lopez, Colin Harris, Ivana Dusparic, Siobhán Clarke, Vinny Cahill Reducing Electricity Costs in a Dynamic Pricing Environment 3rd IEEE International Conference on Smart Grid Communications, pp169-174 . DOI:
  2012 Mélanie Bouroche, Vinny Cahill, Siobhan Clarke, Ivana Dusparic, Anurag Garg, Fabian Bustamante. Research Challenges in Participatory Sensing for Urban Management Applications, 11th IT&T Conference, pp2-9
  2012 Dusparic, I., Cahill, V. Autonomic multi-policy optimization in pervasive systems: Overview and evaluation ACM Transactions on Autonomous and Adaptive Systems, 7(1). DOI:
  2010 Ivana Dusparic and Vinny Cahill Multi-policy optimization in self-organizing systems 1st International Workshop on Self-Organizing Architectures, SOAR 2009, 6090, pp101-126. DOI:
  2009 Ivana Dusparic and Vinny Cahill. Using reinforcement learning for multipolicy optimization in decentralized autonomic systems - an experimental evaluation. The Sixth International Conference on Autonomic and Trusted Computing (ATC-09), pp105-119.. DOI:
  2009 Vinny Cahill and Ivana Dusparic Distributed w-learning: Multi-policy optimization in self-organizing systems. 3rd IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), pp20-29. DOI:
  2009 Ivana Dusparic and Vinny Cahill. Multi-policy optimization in decentralized autonomic systems (extended abstract). 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2, pp1203-1204
  2008 Ivana Dusparic and Vinny Cahill. Autonomic management of large-scale critical infrastructures. Workshop on Hot Topics in Autonomic Computing, pp1-2
  2007 Dusparic, I. and Cahill, V. Research issues in multiple policy optimization using collaborative reinforcement learning International Workshop on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'07). DOI:
  2005 Ivana Dusparic, Dominik Dahlem and Jim Dowling Flexible Application Rights Management in a Pervasive Environment IEEE International Conference on E-Technology, E-Commerce and E-Service, pp680 - 685 . DOI:
  2004 Dominik Dahlem and Ivana Dusparic, Jim Dowling, A Pervasive Application Rights Management Architecture (PARMA) based on ODRL First International Open Digital Rights Language (ODRL) Workshop, pp46--63

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