Research output per year
Research output per year
Personal profile
Research Interests
My work is in the area of artificial intelligence. I am particularly interested in applying machine learning techniques to intelligent agents and multi-agent systems, with a focus on smart cities applications.
Teaching Activity
Undergraduate modules
CS2230 Operating Systems, CS3340 Multi-agent Systems
In the past I have also taught CS2300 Java Program Construction.
Postgraduate modules
Multi-agent systems and Strategic Decision Making
Qualifications
2001-2005 Imperial College London
PhD in Intelligent Systems
1997-2001 Imperial College London
MEng Computing
2006-2007 Aston University
Certificate in Learning and Teaching in Higher Education
Employment
2019 Aston University
Reader in Computer Science
2016 Aston University
Director of the Computer Science Industry Club
2016 Aston University
Deputy Head, Computer Science
2006- 2019 Aston University
Senior Lecturer in Computer Science
2006- 2012 Aston University
Lecturer in Computer Science
2001-2006 Imperial College London
Research Assistant, Department of Electrical and Electronic Engineering, Intelligent Systems and Networks Section.
April-Sept. 2000 and June-Sept. 1999 J.P.Morgan Investment Management
Industrial Placements as a Software Analyst
Contact Details
Education/Academic qualification
PG Dip, Certificate in Learning and Teaching
Award Date: 23 Jul 2007
PhD, Imperial College London
Award Date: 19 Jan 2006
MSc, Computer Science, Imperial College London
Award Date: 20 Jun 2001
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Synthesizing Traffic Datasets using Graph Neural Networks
Rodriguez-Criado, D., Chli, M., Manso, L. J. & Vogiatzis, G., 13 Feb 2024, Proceedings of IEEE 26th International Conference on Intelligent Transportation Systems ITSC. IEEE, p. 3361-3368 8 p.Research output: Chapter in Book/Published conference output › Conference publication
Open AccessFile -
Budget-feasible Mechanism Design for Cost-Benefit Optimization in Gradual Service Procurement
Farhadi, F., Chli, M. & Jennings, N. R., 30 May 2023, Proceedings of AAMAS 2023. IFAAMAS, Vol. 2023-May. p. 2706-2708 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).Research output: Chapter in Book/Published conference output › Conference publication
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Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents
Farhadi, F., Chli, M. & Jennings, N. R., 14 Apr 2023, In: Journal of Artificial Intelligence Research. 76, p. 959-1018 60 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Fully-Autonomous, Vision-based Traffic Signal Control: from Simulation to Reality
Garg, D., Chli, M. & Vogiatzis, G., 9 May 2022, Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022). ACM, p. 454-462 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).Research output: Chapter in Book/Published conference output › Conference publication
Open AccessFile -
Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed
Garg, D., Chli, M. & Vogiatzis, G., 24 Dec 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. IEEE, 9294375. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).Research output: Chapter in Book/Published conference output › Conference publication
Open AccessFile
Activities
- 1 Publication peer-review
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Autonomous Agents and Multiagent Systems (Journal)
Chli, M. (Peer reviewer)
2006 → 2012Activity: Peer-review and editorial work types › Publication peer-review