Ammar N. Abbas

16 papers B 1C 1Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	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. Int. J. Hum. Comput. Interact. Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonso-Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva
2025	J	`jnl`	Exploring the Influence of Human System Interfaces: Introducing Support Tools and an Experimental Study. Int. J. Hum. Comput. Interact. Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Houda Briwa, Andres Alonso-Perez, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Maria Chiara Leva
2025	J	`jnl`	Managing the unexpected: Operator behavioural data and its value in predicting correct alarm responses. CoRR Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Anders L. Madsen, Maria Chiara Leva
2024	—	`—`	A Hierarchical Framework for Interpretable, Safe, and Specialised Deep Reinforcement Learning. Ammar N. Abbas
2024	J	`jnl`	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. CoRR Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonzo Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva
2024	J	`jnl`	Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance. Data Knowl. Eng. Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2024	C	`conf`	Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach. CoDIT Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K. Ramasubramanian
2024	J	`jnl`	Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach. CoRR Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K. Ramasubramanian
2024	—	`conf`	TalkWithMachines: Enhancing Human-Robot Interaction Through Large/Vision Language Models. IRC Ammar N. Abbas, Csaba Beleznai
2024	J	`jnl`	TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models. CoRR Ammar N. Abbas, Csaba Beleznai
2023	J	`jnl`	Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning. CoRR Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2023	J	`jnl`	Specialized Deep Residual Policy Safe Reinforcement Learning-Based Controller for Complex and Continuous State-Action Spaces. CoRR Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2022	J	`jnl`	Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines. CoRR Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2022	B	`conf`	Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines. DaWaK Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2017	—	`conf`	Assistive mobility cane exploiting skin-stroke tactile haptic feedback mechanism for visually impaired persons. ROBIO Hiba Ovais Latifee, Ammar N. Abbas, Taha Ahmed Siddiqui, Muhammad Nabeel, Muhammad Khurram
2017	—	`conf`	Skin stroking haptic feedback glove for assisting blinds in navigation. ROBIO Kashan Aqeel, Urooj Naveed, Faarah Fatima, Farah Haq, Muhammad Arshad, Ammar N. Abbas, Muhammad Nabeel, Muhammad Khurram