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Ivana Dusparic — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ivana Dusparic
23
papers ·
22
citations ·
1
h-index
Trinity College Dublin
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning
2022 · 7 citations
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification
2023 · 6 citations
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents
2021 · 3 citations
Causal Counterfactuals for Improving the Robustness of Reinforcement Learning
2022 · 2 citations
Boolean Decision Rules for Reinforcement Learning Policy Summarisation
2022 · 1 citations
Communication-Enabled Deep Reinforcement Learning to Optimise Energy-Efficiency in UAV-Assisted Networks
2022 · 1 citations
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning
2023 · 1 citations
Semifactual Explanations for Reinforcement Learning
2024 · 1 citations
Context-Aware Model-Based Reinforcement Learning for Autonomous Racing
2025
A reinforcement learning approach to improve communication performance and energy utilization in fog-based IoT
2021
Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning
2021
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points
2021
Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems
2021
Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning
2022
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities
2022
Top co-authors
Jasmina Gajcin
· 8
Babatunji Omoniwa
· 6
Boris Galkin
· 5
Elizabeth Daly
· 3
Rahul Nair
· 3
Alberto Castagna
· 2
James McCarthy
· 2
Radu Marinescu
· 2
Emran Yasser Moustafa
· 1
Jernej Hribar
· 1
Jovan Jeromela
· 1
Juan C. Rosero
· 1
Topics
Multi-Agent
Value-Based
Model-Based RL
Safe RL
Exploration
RLHF & Alignment
Game AI
Policy Gradient
Meta-RL