Ivana Dusparic

Ussher Assistant Professor

Trinity College Dublin

Ireland

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About

Ivana Dusparic is an Ussher Assistant Professor at Trinity College Dublin, Ireland. Her research focuses on reinforcement learning, particularly in applications such as energy efficiency in UAV-assisted networks and traffic flow control. She has recently published articles on topics including counterfactual explanations and context-oriented programming, contributing to advancements in urban sustainability and intelligent systems.

Articles (7)

Year:

2024

Year:

2023

Year:

2022

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Collaborators (2)

Edouard Ivanjko

CROATIA

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Ransford Acheampong

The University of Manchester

UNITED KINGDOM

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Ivana Dusparic

Research Interests

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Articles (7)

Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities

Auto-COP: Adaptation generation in Context-oriented Programming using Reinforcement Learning options

Optimizing Energy Efficiency in UAV-Assisted Networks Using Deep Reinforcement Learning

REQIBA: Regression and Deep Q-Learning for Intelligent UAV Cellular User to Base Station Association

Spatial-Temporal Traffic Flow Control on Motorways Using Distributed Multi-Agent Reinforcement Learning

The transition to autonomous cars, the redesign of cities and the future of urban sustainability

REQIBA: Regression and Deep Q-Learning for Intelligent UAV Cellular User to Base Station Association

Collaborators (2)

Edouard Ivanjko

Ransford Acheampong

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