Ivana Dusparic
Ivana Dusparic
Assistant Professor at Trinity College Dublin
Adresse e-mail validée de scss.tcd.ie - Page d'accueil
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Residential Electrical Demand Forecasting in Very Small Scale: An Evaluation of Forecasting Methods
A Marinescu, C Harris, I Dusparic, S Clarke, V Cahill
722013
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
552013
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
502009
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
432014
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
372017
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
372012
Transfer Learning in Multi-Agent Systems Through Parallel Transfer
A Taylor, I Dusparic, E Galván-López, S Clarke, V Cahill
352013
SAMoD: Shared Autonomous Mobility-on-Demand using Decentralized Reinforcement Learning
M Gueriau, I Dusparic
The 21st IEEE International Conference on Intelligent Transportation Systems …, 2018
332018
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
292020
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
262015
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
252016
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
242017
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
222014
Multi-agent deep reinforcement learning for zero energy communities
A Prasad, I Dusparic
IEEE ISGT PES Europe 2019, 2019
212019
Multi-agent collaboration for conflict management in residential demand response
F Golpayegani, I Dusparic, A Taylor, S Clarke
Computer Communications 96, 63-72, 2016
212016
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
202020
Heterogeneous Multi-Agent Deep Reinforcement Learning for Traffic Lights Control.
JA Calvo, I Dusparic
AICS, 2-13, 2018
202018
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
192014
Can autonomous vehicles enable sustainable mobility in future cities? Insights and policy challenges from user preferences over different urban transport options
RA Acheampong, F Cugurullo, M Gueriau, I Dusparic
Cities 112, 103134, 2021
172021
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
152014
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