| Residential Electrical Demand Forecasting in Very Small Scale: An Evaluation of Forecasting Methods A Marinescu, C Harris, I Dusparic, S Clarke, V Cahill | 65 | 2013 |
| Multi-agent residential demand response based on load forecasting I Dusparic, C Harris, A Marinescu, V Cahill, S Clarke 2013 1st IEEE conference on technologies for sustainability (SusTech), 90-96, 2013 | 51 | 2013 |
| Distributed W-Learning: Multi-policy optimization in self-organizing systems I Dusparic, V Cahill Self-Adaptive and Self-Organizing Systems, 2009. SASO'09. Third IEEE …, 2009 | 44 | 2009 |
| Autonomic multi-policy optimization in pervasive systems: Overview and evaluation I Dusparic, V Cahill ACM Transactions on Autonomous and Adaptive Systems (TAAS) 7 (1), 1-25, 2012 | 34 | 2012 |
| Accelerating Learning in Multi-Objective Systems through Transfer Learning A Taylor, I Dusparic, E Galván-López, S Clarke, V Cahill In a Special Session on Learning and Optimization in Multi-Criteria Dynamic …, 2014 | 33 | 2014 |
| Transfer Learning in Multi-Agent Systems Through Parallel Transfer A Taylor, I Dusparic, E Galván-López, S Clarke, V Cahill | 30 | 2013 |
| Prediction-Based Multi-Agent Reinforcement Learning in Inherently Non-Stationary Environments A Marinescu, I Dusparic, S Clarke ACM Transactions on Autonomous and Adaptive Systems (TAAS) 12 (2), 9, 2017 | 28 | 2017 |
| Towards Autonomic Urban Traffic Control with Collaborative Multi-Policy Reinforcement Learning I Dusparic, J Monteil, V Cahill IEEE 19th International Conference on Intelligent Transportation Systems …, 2016 | 24 | 2016 |
| SAMoD: Shared Autonomous Mobility-on-Demand using Decentralized Reinforcement Learning M Gueriau, I Dusparic The 21st IEEE International Conference on Intelligent Transportation Systems …, 2018 | 22 | 2018 |
| Maximizing Renewable Energy Use with Decentralized Residential Demand Response I Dusparic, A Taylor, A Marinescu, V Cahill, S Clarke The First IEEE International Smart Cities Conference (ISC2-2015), 2015 | 22 | 2015 |
| A hybrid approach to very small scale electrical demand forecasting A Marinescu, C Harris, I Dusparic, V Cahill, S Clarke ISGT 2014, 1-5, 2014 | 22 | 2014 |
| Residential demand response: Experimental evaluation and comparison of self-organizing techniques I Dusparic, A Taylor, A Marinescu, F Golpayegani, S Clarke Renewable and Sustainable Energy Reviews 80, 1528-1536, 2017 | 21 | 2017 |
| Multi-agent collaboration for conflict management in residential demand response F Golpayegani, I Dusparic, A Taylor, S Clarke Computer Communications 96, 63-72, 2016 | 19 | 2016 |
| Set point control for charging of electric vehicles on the distribution network C Harris, I Dusparic, E Galván-López, A Marinescu, V Cahill, S Clarke 2014 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2014 | 19 | 2014 |
| The transition to autonomous cars, the redesign of cities and the future of urban sustainability F Cugurullo, RA Acheampong, M Guériau, I Dusparic Urban Geography, 2020 | 15 | 2020 |
| A Dynamic Forecasting Method for Small Scale Residential Electrical Demand A Marinescu, I Dusparic, C Harris, V Cahill, S Clarke Proceeding of the International Joint Conference on Neural Networks, 2014 | 14 | 2014 |
| Shared Autonomous Mobility-on-Demand: Learning-based approach and its performance in the presence of traffic congestion M Gueriau, F Cugurullo, RA Acheampong, I Dusparic IEEE Intelligent Transportation Systems Magazine, 2020 | 13 | 2020 |
| Participant Selection for Short-term Collaboration in Open Multi-agent systems SC Fatemeh Golpayegani, Zahra Sahaf, Ivana Dusparic Simulation Modelling Practice and Theory, 2017 | 13* | 2017 |
| Decentralised multi-agent reinforcement learning for dynamic and uncertain environments A Marinescu, I Dusparic, A Taylor, V Cahill, S Clarke arXiv preprint arXiv:1409.4561, 2014 | 13 | 2014 |
| Reducing electricity costs in a dynamic pricing environment E Galvan, C Harris, I Dusparic, S Clarke, V Cahill 2012 IEEE Third International Conference on Smart Grid Communications …, 2012 | 13 | 2012 |
Vinny CahillProfessor of Computer Science, Trinity College DublinVerified email at tcd.ie
