Ahmad Farooq Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Graduate Research and Teaching Assistant
grad_student
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Ahmad Farooq's research centers on the application of Reinforcement Learning (RL) and Multi-Agent Systems for autonomous robot control in unknown environments. His work investigates challenges related to dynamic adaptation, collaborative engagement, and decision-making under uncertainty. He also explores the use of learning-based perception for robot control in these settings.
In parallel, Farooq contributes to Natural Language Processing (NLP) by focusing on Extractive and Abstractive Text Summarization. His efforts aim to improve these techniques by integrating various knowledge forms, including knowledge graphs, knowledge representation, temporal knowledge, and knowledge acquisition. His scholarly output includes work on explainable AI for robotic systems and advancements in article retrieval and summarization systems.
Metrics
- h-index: 2
- Publications: 8
- Citations: 70
Selected Publications
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Reimagining Peer Review Process Through Multi-Agent Mechanism Design (2026)
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Integrating Vision Foundation Models with Reinforcement Learning for Enhanced Object Interaction (2025)
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Towards Transparent Ethical AI: A Roadmap for Trustworthy Robotic Systems (2025)
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MIND-SBERT: An Explainable and Trustworthy Article Retrieval and Summarization System (2025)
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Abstractive text summarization: State of the art, challenges, and improvements (2024)
Collaboration Network
Top Collaborators
- Towards Transparent Ethical AI: A Roadmap for Trustworthy Robotic Systems
- Integrating Vision Foundation Models with Reinforcement Learning for Enhanced Object Interaction
- Towards Transparent Ethical AI: A Roadmap for Trustworthy Robotic Systems
- Abstractive text summarization: State of the art, challenges, and improvements
- Abstractive text summarization: State of the art, challenges, and improvements
- Principles of Calligraphy Placement in Islamic Public Buildings
- Principles of Calligraphy Placement in Islamic Public Buildings
- Principles of Calligraphy Placement in Islamic Public Buildings
- Principles of Calligraphy Placement in Islamic Public Buildings
- Language as a catalyst for success: a blueprint for standardized terminology and multilingual health literacy in Pakistan
- Language as a catalyst for success: a blueprint for standardized terminology and multilingual health literacy in Pakistan
- Simulated User Behavior for Recommender Systems Applied to the MIND Dataset
- Simulated User Behavior for Recommender Systems Applied to the MIND Dataset
- Simulated User Behavior for Recommender Systems Applied to the MIND Dataset
- Simulated User Behavior for Recommender Systems Applied to the MIND Dataset
- Role of Islamic Finance in Reducing Domestic Debt
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