Maria Chli
    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    Accepting PhD Students

    PhD projects

    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. Feel free to contact me regarding PhD topics within these areas.

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    • 2023

      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 outputConference publication

    • Synthesizing Traffic Datasets using Graph Neural Networks

      Rodriguez-Criado, D., Chli, M., Manso, L. J. & Vogiatzis, G., 10 Jul 2023, (Accepted/In press) Proceedings of IEEE 26th International Conference on Intelligent Transportation Systems ITSC. IEEE, 8 p.

      Research output: Chapter in Book/Published conference outputConference publication

    • 2022

      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 outputConference publication

      Open Access
      File
    • 2020

      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 outputConference publication

      Open Access
      File
    • 2019

      A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization

      Garg, D., Chli, M. & Vogiatzis, G., 28 Nov 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. IEEE, p. 4222-4229 8 p. 8917361

      Research output: Chapter in Book/Published conference outputConference publication

    • Domain adaptation for reinforcement learning on the Atari

      Carr, T., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 1859-1861 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

      Research output: Chapter in Book/Published conference outputConference publication

      Open Access
      File
    • Traffic3d: A rich 3D-traffic environment to train intelligent agents

      Garg, D., Chli, M. & Vogiatzis, G., 8 Jun 2019, Computational Science - ICCS 2019 - 19th International Conference, 2019, Proceedings. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Sloot, P. M. A. & Dongarra, J. J. (eds.). Springer, p. 749-755 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11540 LNCS).

      Research output: Chapter in Book/Published conference outputConference publication

      Open Access
      File
    • Traffic3D: A new traffic simulation paradigm

      Garg, D., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 2354-2356 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

      Research output: Chapter in Book/Published conference outputConference publication

      Open Access
      File
    • 2018

      Deep Reinforcement Learning for Autonomous Traffic Light Control

      Garg, D., Chli, M. & Vogiatzis, G., 15 Oct 2018, 2018 3rd IEEE International Conference on Intelligent Transportation Engineering (ICITE). IEEE, p. 214-218 5 p. 8492537

      Research output: Chapter in Book/Published conference outputConference publication

    • 2015

      An efficient knowledge transfer solution to a novel SMDP formalization of a broker's decision problem

      Talla Kuate, R., Chli, M. & Wang, H. H., 4 May 2015, AAMAS'15 International Conference on Autonomous Agents and Multi Agent Solutions. ACM, Vol. 3. p. 1735-1736 2 p. paper 278

      Research output: Chapter in Book/Published conference outputConference publication

      File
    • 2014

      Optimising market share and profit margin: SMDP-based tariff pricing under the smart grid paradigm

      Kuate, R. T., Chli, M. & Wang, H. H., 2 Oct 2014, Proceedings of IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). IEEE, 6 p. II.2.11

      Research output: Chapter in Book/Published conference outputConference publication

    • 2013

      An intelligent broker agent for energy trading: an MDP approach

      Talla Kuate, R., He, M., Chli, M. & Wang, H., 2013, Proceedings of the twenty-third International Joint Conference on Artificial Intelligence. AAAI, p. 234-240 7 p.

      Research output: Chapter in Book/Published conference outputConference publication

      Open Access
      File
    • 2012

      Using the max-sum algorithm for supply chain formation in dynamic multi-unit environments

      Winsper, M. & Chli, M., 2012, Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems, 2012.

      Research output: Chapter in Book/Published conference outputConference publication

      Open Access
      File
    • 2010

      A probabilistic model for trust and reputation

      Vogiatzis, G., MacGillivray, I. & Chli, M., 2010, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems. IFAAMAS, Vol. 1. p. 225-232 8 p.

      Research output: Chapter in Book/Published conference outputConference publication

    • Decentralised supply chain formation: a belief propagation-based approach

      Winsper, M. & Chli, M., 2010, Frontiers in artificial intelligence and applications. Coelho, H., Studer, R. & Wooldridge, M. (eds.). Amsterdam (NL): IOS, Vol. 215. p. 1125-1126 2 p.

      Research output: Chapter in Book/Published conference outputConference publication

    • 2009

      Effect of mobility on violence in a bi-communal population

      Winsper, M. & Chli, M., 2009, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. IFAAMAS, Vol. 2. p. 1361-1362 2 p.

      Research output: Chapter in Book/Published conference outputConference publication

      Open Access
    • The effect of social influence and curfews on civil violence

      Garlick, M. & Chli, M., 2009, Proceedings of the 8th international conference on autonomous agents and multi-agent systems. Vol. 2. p. 1335-1336 2 p.

      Research output: Chapter in Book/Published conference outputConference publication

    • The effect of social influence and curfews on civil violence

      Garlick, M. & Chli, M., 10 May 2009, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. IFAAMAS, Vol. 2. p. 1335-1336 2 p.

      Research output: Chapter in Book/Published conference outputConference publication

    • 2003

      Adapting populations of agents

      De Wilde, P., Chli, M., Correia, L., Ribeiro, R., Mariano, P., Abramov, V. & Goossenaerts, J., 13 May 2003, Adaptive Agents and Multi-Agent Systems. Alonso, E., Kudenko, D. & Kazakov, D. (eds.). Berlin (DE): Springer, Vol. 2636. p. 110-124 15 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)).

      Research output: Chapter in Book/Published conference outputConference publication

    • A model for agent mobility and interaction

      Mariano, P., Marques, M., Correia, L., Ribeiro, R., Abramov, V., Goosenaerts, J., Chli, M. & De Wilde, P., 3 Dec 2003, EFTA 2003. 2003 IEEE Conference on Emerging Technologies and Factory Automation. Proceedings . IEEE, Vol. 2. p. 142-145 4 p. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA).

      Research output: Chapter in Book/Published conference outputConference publication

    • Contributions to adaptable agent societies

      Simões-Marques, M., Mariano, P., Ribeiro, R., Correia, L., Chli, M., De Wilde, P., Abramov, V. & Goosenaerts, J., 3 Dec 2003, EFTA 2003. 2003 IEEE Conference on Emerging Technologies and Factory Automation. Proceedings . IEEE, Vol. 2. p. 354-361 8 p. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA).

      Research output: Chapter in Book/Published conference outputConference publication

    • Stability of multi-agent systems

      Chli, M., de Wilde, P., Goossenaerts, J., Abramov, V., Szirbik, N., Correia, L., Mariano, P. & Ribeiro, R., 2003, IEEE International Conference on Systems, Man and Cybernetics, 2003. IEEE, Vol. 1. p. 551-556 6 p. (IEEE International Conference on Systems, Man, and Cybernetics: conference proceedings).

      Research output: Chapter in Book/Published conference outputConference publication

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