| Staff Details | ||||
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| Personal Information | ||
| Name | Dusparic, Ivana | |
| Main Department | Computer Science | |
| College Title | Research Fellow | |
| duspari@tcd.ie | ||
| College Tel | ||
| Research Interests | |||
| Autonomic Computing | Intelligent transport systems | Reinforcement learning | Self-organizing algorithms |
| Publications and Other Research Outputs |
| Peer Reviewed |
| Ivana Dusparic and Vinny Cahill., Using reinforcement learning for multipolicy optimization in decentralized autonomic systems - an experimental evaluation., Lecture Notes in Computer Science, The Sixth International Conference on Autonomic and Trusted Computing (ATC-09), July, edited by Juan Gonzalez Nieto, Wolfgang Reif, Guojun Wang, and Jadwiga Indulska , Springer, 2009, pp105-119. DOI |
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| Ivana Dusparic and Vinny Cahill., Multi-policy optimization in decentralized autonomic systems (extended abstract). , Proceedings 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), edited by Carles Sierra, Cristiano Castelfranchi, Keith S. Decker, and Jaime Simao Sichman , 2, 2009, pp1203-1204 Url TARA - Full Text |
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| 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), San Francisco, 14-September, IEEE, 2009, pp20 - 29 DOI |
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| Ivana Dusparic and Vinny Cahill, Using Distributed W-Learning for Multi-Policy Optimization in Decentralized Autonomic Systems , Proceedings of the 6th International Conference on Autonomic Computing and Communications, 6th International Conference on Autonomic Computing and Communications, Barcelona, Spain , ACM, 2009, pp63-64 TARA - Full Text DOI |
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| Ivana Dusparic and Vinny Cahill., Autonomic management of large-scale critical infrastructures. , Workshop on Hot Topics in Autonomic Computing, June, IEEE, 2008, pp1-2 Notes: [In conjunction with the IEEE International Conference on Autonomic Computing ICAC] Url TARA - Full Text |
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| Dusparic, I. and Cahill, V. , Research issues in multiple policy optimization using collaborative reinforcement learning, Proceedings ICSE 2007 Workshops - International Workshop on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2007), International Workshop on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'07), 20-26 May 2007, 2007 Notes: [Article number 4228618 ] Url TARA - Full Text DOI |
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| More Publications and Other Research Outputs >>> | |
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