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Ammar Nathad Abbas

Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies
2024 · Ammar N. Abbas, Chidera W. Amazu, et al. · International Journal of Human-Computer Interaction · 38
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Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance
2023 · Ammar N. Abbas, Georgios C. Chasparis, et al. · Data & Knowledge Engineering · 25
Enhancing Control Room Operator Decision Making
2024 · Joseph Mietkiewicz, Ammar N. Abbas, et al. · Processes · 21
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A Geometric Approach to Obtain a Bird's Eye View from an Image
2019 · Abbas, Ammar, Zisserman, Andrew · arXiv (Cornell University) · 20
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Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines
2022 · Ammar N. Abbas, Georgios C. Chasparis, et al. · Lecture notes in computer science · 17
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TalkWithMachines: Enhancing Human-Robot Interaction Through Large/Vision Language Models
2024 · Ammar N. Abbas, Csaba Beleznai · IEEE International Conference on Robotic Computing (IRC) · 13
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Experiment data: Human-in-the-loop decision support in process control rooms
2024 · Chidera Winifred Amazu, Joseph Mietkiewicz, et al. · Data in Brief · 11
Experimental Lane Keeping Assist for an Autonomous Vehicle Based on Optimal PID Controller
2020 · Mohamed Khaled Diab, Ammar N. Abbas, et al. · Novel Intelligent and Leading Emerging Sciences Conference (NILES) · 11
Exploring the Influence of Human System Interfaces: Introducing Support Tools and an Experimental Study
2024 · Chidera W. Amazu, Joseph Mietkiewicz, et al. · International Journal of Human-Computer Interaction · 9
Specialized Deep Residual Policy Reinforcement Learning Framework for Safe and Adaptive Continuous Control
2026 · Ammar N. Abbas, Georgios C. Chasparis, et al. · IET Control Theory and Applications · 8
Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach
2024 · Ammar N. Abbas, Shakra Mehak, et al. · International Conference on Control, Decision and Information Technologies (CoDIT) · 5
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Dynamic Influence Diagram-Based Deep Reinforcement Learning Framework and Application for Decision Support for Operators in Control Rooms
2023 · Joseph Mietkiewicz, Ammar N. Abbas, et al. · European Safety and Reliability Conference (ESREL) · 4
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Skin stroking haptic feedback glove for assisting blinds in navigation
2017 · Kashan Aqeel, Urooj Naveed, et al. · IEEE International Conference on Robotics and Biomimetics (ROBIO) · 4
Autonomous vehicle navigation using high-definition maps through CARLA-ROS simulator bridge
2022 · H. Sundus Fatima, Ammar N. Abbas, et al. · Journal of Physics Conference Series · 3
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Deep Residual Policy Reinforcement Learning as a Corrective Term in Process Control for Alarm Reduction; A Preliminary Report
2022 · Ammar N. Abbas, Georgios C. Chasparis, et al. · European Safety and Reliability Conference (ESREL) · 3
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Decision support impact and error prediction in control room: A behavioural data analysis
2026 · Chidera W. Amazu, Joseph Mietkiewicz, et al. · Reliability Engineering & System Safety · 2
Assistive mobility cane exploiting skin-stroke tactile haptic feedback mechanism for visually impaired persons
2017 · Hiba Ovais Latifee, Ammar Abbas, et al. · IEEE International Conference on Robotics and Biomimetics (ROBIO) · 2
Experimental Analysis of Trajectory Control Using Computer Vision and Artificial Intelligence for Autonomous Vehicles
2021 · Abbas, Ammar N., Irshad, Muhammad Asad, et al. · arXiv (Cornell University) · 1
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Siamese Network Training Using Artificial Triplets By Sampling and Image Transformation
2021 · Abbas, Ammar N., Moser, David · arXiv (Cornell University) · 1
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From Teleoperation to Long-Horizon Dexterity: Evaluating Visuomotor Skills and Offline Proxies for Dexterous Manipulation
2026 · Abbas, Ammar N., Jain, Aayush, et al. · arXiv (Cornell University)
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A Novel Overlapping Coefficient-Based Framework for Integrating Multimodal Physiological Signals to Infer Cognitive Strategies and Operator Performance in Human–System Interfaces
2025 · Asher Ahmed Malik, Azizul Buang, et al. · International Journal of Human-Computer Interaction
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Physiological Impact Assessment of Decision Support Systems on Control Room Operators: An ANCOVA Analysis
2025 · Joseph Mietkiewicz, Ammar N. Abbas, et al. · European Safety and Reliability Conference (ESREL)
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Lessons Learnt From Human-In-Loop Experimental Scenarios For Advanced Automation In Process Safety
2024 · Amazu, Chidera Winifred, Mietkiewicz, Joseph, et al. · PORTO@Iris
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Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning
2023 · Abbas, Ammar N., Chasparis, Georgios C., et al. · arXiv (Cornell University)
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Siamese Network Training Using Sampled Triplets and Image Transformation.
2021 · Ammar N. Abbas, David Moser · arXiv (Cornell University)
Works count: 34
Citation count: 205
H-index: 9
I10-index: 8
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