Aya Hussein

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 21

Top Topics

Supervisory Control

Reinforcement Learning

Optimisation Algorithm

Mixed Initiative

Top Venues

Publications

Maryem Hussein, Marwa Keshk, Aya Hussein
Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring. AI (2) (2023)
Garrison W. Greenwood, Hussin Abbass, Aya Hussein
Interpretation of Neural Network Players for a Generalized Divide the Dollar Game Using SHAP Values. SSCI (2023)
Hung The Nguyen, Aya Hussein, Matthew A. Garratt, Hussein A. Abbass
Swarm Metaverse for Multi-Level Autonomy Using Digital Twins. Sensors 23 (10) (2023)
Muhammad Talha, Aya Hussein, Mohammed Hossny
LiDAR Inpainting of UAV Based 3D Point Cloud Using Supervised Learning. AI (1) (2023)
Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass
Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts. Adapt. Behav. 31 (4) (2023)
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung Nguyen, Min Wang, Hussein A. Abbass
Characterization of Indicators for Adaptive Human-Swarm Teaming. Frontiers Robotics AI 9 (2022)
Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass
Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement Learning. AAMAS (2022)
Adam J. Hepworth, Aya Hussein, Darryn Reid, Hussein A. Abbass
Contextually Aware Intelligent Control Agents for Heterogeneous Swarms. CoRR (2022)
Adam J. Hepworth, Aya Hussein, Darryn Reid, Hussein A. Abbass
Swarm Analytics: Designing Information Markers to Characterise Swarm Systems in Shepherding Contexts. CoRR (2022)
Muhammad Talha, Aya Hussein, Mohammed Hossny
Autonomous UAV Navigation in Wilderness Search-and-Rescue Operations Using Deep Reinforcement Learning. AI (2022)
Chris Wise, Aya Hussein, Heba El-Fiqi
Developing Decentralised Resilience to Malicious Influence in Collective Perception Problem. CoRR (2022)
Aya Hussein, Sondoss Elsawah, Eleni Petraki, Hussein A. Abbass
A machine education approach to swarm decision-making in best-of-n problems. Swarm Intell. 16 (1) (2022)
Adam J. Hepworth, Daniel P. Baxter, Aya Hussein, Kate J. Yaxley, Essam Soliman Debie, Hussein A. Abbass
Human-Swarm-Teaming Transparency and Trust Architecture. IEEE CAA J. Autom. Sinica 8 (7) (2021)
Jing Liu, Aya Hussein, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm. SSCI (2021)
Finlay McCall, Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass
Towards a systematic educational framework for human-machine teaming. TALE (2021)
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
Swarm Collective Wisdom: A Fuzzy-Based Consensus Approach for Evaluating Agents Confidence in Global States. FUZZ-IEEE (2020)
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models. HICSS (2020)
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
Trust Mediating Reliability-Reliance Relationship in Supervisory Control of Human-Swarm Interactions. Hum. Factors 62 (8) (2020)
Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass
EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction. SSCI (2018)
Aya Hussein, Hussein A. Abbass
Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges. CoRR (2018)
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass
Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey. CoRR (2018)