Scholar
Ivana Dusparic
Google Scholar ID: CrGGAccAAAAJ
Professor in Computer Science, Trinity College Dublin
reinforcement learning
self-adaptive systems
multi-agent systems
intelligent mobility
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Citations & Impact
All-time
Citations
2,191
H-index
22
i10-index
49
Publications
20
Co-authors
92
list available
Publications
12 items
Mitigating Uncertainty Interactions in GenAI-based Adaptive Systems: Vision, Challenges and Preliminary Guidelines
2026
Cited
0
Discovering Collaboration from Novelty: Random Network Distillation for Clustered Federated Learning
2026
Cited
0
TREX: Trajectory Explanations for Multi-Objective Reinforcement Learning
2026
Cited
0
Balancing Multiple Objectives in Urban Traffic Control with Reinforcement Learning from AI Feedback
2026
Cited
0
Geographically-aware Transformer-based Traffic Forecasting for Urban Motorway Digital Twins
2026
Cited
0
Shapelets-Enriched Selective Forecasting using Time Series Foundation Models
2026
Cited
0
Continual Reinforcement Learning for Cyber-Physical Systems: Lessons Learned and Open Challenges
2025
Cited
0
Context-Aware Model-Based Reinforcement Learning for Autonomous Racing
2025
Cited
0
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Co-authors
5 total
Vinny Cahill
Professor of Computer Science, Trinity College Dublin
Nicolas Cardozo
Associate Professor at Universidad de los Andes, Systems and Computing Engineering Department
Boris Galkin
Senior Researcher, Tyndall National Institute, Ireland
Fatemeh Golpayegani
Assistant Professor, Computer science, University College Dublin
Edgar Galvan
Senior Researcher of Computer Science at National University of Ireland Maynooth
