Ivana Dusparic
Trinity College
H-index: 21
North America-United States
Top articles of Ivana Dusparic
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities | Jasmina Gajcin Ivana Dusparic | 2024 | |
FedSBS: Federated-Learning participant-selection method for Intrusion Detection Systems | Computer Networks | Helio N Cunha Neto Jernej Hribar Ivana Dusparic Natalia C Fernandes Diogo MF Mattos | 2024/5/1 |
Guest editorial: Role of agents in traffic and transportation | Computer Science and Information Systems | Marin Lujak Ana LC Bazzan Ivana Dusparic Giuseppe Vizzari | 2024 |
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning | Jasmina Gajcin Ivana Dusparic | 2024/5 | |
Learning Recovery Strategies for Dynamic Self-healing in Reactive Systems | Mateo Sanabria Nicolas Cardozo Ivana Dusparic | 2024/4 | |
Learning-assisted User Scheduling and Beamforming for mmWave Vehicular Networks | IEEE Transactions on Vehicular Technology | Bowen Xie Sheng Chen Sheng Zhou Zhisheng Niu Boris Galkin | 2024/3/5 |
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies | https://arxiv.org/abs/2402.06503 | Jasmina Gajcin Ivana Dusparic | 2024/2 |
Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning | arXiv preprint arXiv:2211.04813 | Jernej Hribar Luke Hackett Ivana Dusparic | 2022/11/9 |
Auto-cop: adaptation generation in context-oriented programming using reinforcement learning options | Information and Software Technology | Nicolás Cardozo Ivana Dusparic | 2023/12/1 |
Adaptive height optimization for cellular-connected UAVs: A deep reinforcement learning approach | IEEE Access | Erika Fonseca Boris Galkin Ramy Amer Luiz A DaSilva Ivana Dusparic | 2023/1/4 |
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks | Babatunji Omoniwa Boris Galkin Ivana Dusparic | 2023/6 | |
Agents in Traffic and Transportation (ATT 2022): Revised and Extended Papers | AI Communications | Ana LC Bazzan Ivana Dusparic Marin Lujak Giuseppe Vizzari | 2023 |
Prevalence of Code Smells in Reinforcement Learning Projects | Nicolás Cardozo Ivana Dusparic Christian Cabrera | 2023/5/15 | |
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning | Alberto Castagna Ivana Dusparic | 2023/9 | |
A survey on securing federated learning: Analysis of applications, attacks, challenges, and trends | Helio N Cunha Neto Jernej Hribar Ivana Dusparic Diogo Menezes Ferrazani Mattos Natalia C Fernandes | 2023 | |
Reservation of Virtualized Resources with Optimistic Online Learning | Jean-Baptiste Monteil George Iosifidis Ivana Dusparic | 2023/5/28 | |
Message from the Program Chairs ACSOS 2023 | Ivana Dusparic Barry Porter | 2023/9/1 | |
Securing Federated Learning: A Security Analysis on Applications, Attacks, Challenges, and Trends | Helio N Cunha Neto Jernej Hribar Ivana Dusparic Diogo MF Mattos Natalia C Fernandes | 2023/4/24 | |
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification | Jasmina Gajcin James McCarthy Radu Nair Rahul Marinescu | 2023/9 | |
Next Generation Context-oriented Programming: Embracing Dynamic Generation of Adaptations | Journal of Object Technology | Nicolás Cardozo Ivana Dusparic | 2022/4 |
Co-Authors
