Ivana Dusparic

Trinity College Dublin — Ireland

Computer Science · Physical Sciences

0h-index0citations12works0.02yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Reinforcement Learning in Robotics(7), Traffic control and management(4), Traffic Prediction and Management Techniques(4), Adversarial Robustness in Machine Learning(3), Digital Transformation in Industry(2)

Publications12 total

Balancing Multiple Objectives in Urban Traffic Control with Reinforcement Learning from AI Feedback
ArXiv.org·2026Open Access
Balancing Multiple Objectives in Urban Traffic Control with Reinforcement Learning from AI Feedback
arXiv (Cornell University)·2026Open Access
Introduction to the Special Issue on Artificial Intelligence for Adaptive and Autonomous Cloud/Edge Computing Systems
ACM Transactions on Autonomous and Adaptive Systems·2026
Geographically-aware Transformer-based Traffic Forecasting for Urban Motorway Digital Twins
arXiv (Cornell University)·2026Open Access
Geographically-aware Transformer-based Traffic Forecasting for Urban Motorway Digital Twins
ArXiv.org·2026Open Access
VAR Check: Quality Analysis of Reinforcement Learning Programs Using Voronoi Diagrams
SN Computer Science·2026
Adapting the Behavior of Reinforcement Learning Agents to Changing Action Spaces and Reward Functions
arXiv (Cornell University)·2026Open Access
Shapelets-Enriched Selective Forecasting using Time Series Foundation Models
arXiv (Cornell University)·2026Open Access
Shapelets-Enriched Selective Forecasting using Time Series Foundation Models
ArXiv.org·2026Open Access
Context-Aware Model-Based Reinforcement Learning for Autonomous Racing
2025
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning
2024
P-MARL: Prediction-Based Multi-Agent Reinforcement Learning for Non-Stationary Environments
2015

Frequent Co-authors

Vinny Cahill(5), Krešimir Kušić(2), Nicolás Cardozo(2), Chenyang Zhao(2), Shivani Tomar(2), Seshu Tirupathi(2), Elizabeth Daly(2), Laura Rodríguez(1), Raul de la Rosa(1), Emran Yasser Moustafa(1), Andrei Marinescu(1), Adam Taylor(1), Siobhán Clarke(1), Gabriele Russo Russo(1), Valeria Cardellin(1), Stefano Iannucci(1), Jasmina Gajcin(1)