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Biography
I am a UKRI Future Leaders Fellow, working on Artificial Intelligence for Urban Traffic Management and Control. More information about the Fellowship can be found here.
I received my PhD in March 2012 from the University of Brescia, Italy. My supervisor was Alfonso Gerevini, co-supervisor Alessandro Saetti.
I worked at the planning group of the University of Brescia, as a postdoctoral research fellow, till September 2012.
In October 2012 I joined the PARK research group at the University of Huddersfield, as a research fellow in areas of automated planning. I then got a Senior Lecturership in May 2016, and moved to a Readership in August 2020.
Research Expertise and Interests
My main research interests are in Artificial Intelligence Planning and Argumentation. In particular I work on domain-independent planning, SAT-based planning, machine learning, abstract argumentation, portfolio approaches, heuristic search, genetic algorithms, and automatic algorithm configuration.
I am active in the field of AI applications to Urban Traffic Control, that is also the topic of my UKRI FLF.
I am also interested in the fields of innovative applications of AI in Medicine, and Computational Creativity.
For more up to date info, please check my website.
Research Degree Supervision
Click Here to see all postgraduate research opportunities with Dr Mauro Vallati
I am happy to supervise Ph.D. students willing to research in AI Planning, particulary in learning approaches for improving planning performance, and reformulation.
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Network
Projects
- 3 Finished
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AI4ME: AI for maximising Exploitation of Urban Networks via Personalised AVs Route Generation
1/03/18 → 28/02/21
Project: Research
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MIREL: MIning and REasoning with Legal texts
Antoniou, G., Vallati, M., Tachmazidis, I., Mantle, M. & Bargiannis, G.
1/01/16 → 31/12/19
Project: Research
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Research output
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Knowledge Reformulation and Deception as a Defense Against Automated Cyber Adversaries
Alford, R., Chrpa, L., Vallati, M. & Applebaum, A., 4 May 2022, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 35, 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Leveraging Artificial Intelligence for Simulating Traffic Signal Strategies
Bhatnagar, S., Guo, R., McCabe, K., McCluskey, L., Scala, E. & Vallati, M., 16 Jun 2022, (Accepted/In press) 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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On the Configuration of More and Less Expressive Logic Programs
Dorado, C., Maratea, M. & Vallati, M., 21 Mar 2022, (E-pub ahead of print) In: Theory and Practice of Logic Programming. 29 p.Research output: Contribution to journal › Article › peer-review
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On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt
Bhatnagar, S., Mund, S., Scala, E., McCabe, K., McCluskey, L. & Vallati, M., 3 Feb 2022, Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 2 of 3. p. 387-397 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
On the Reformulation of Discretised PDDL+ to Numeric Planning
Percassi, F., Scala, E. & Vallati, M., 2 May 2022, (Accepted/In press) Proceedings of 15th International Symposium on Combinatorial Search, SoCS 2022. AAAI pressResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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35th Workshop of the UK Planning and Scheduling Special Interest Group
Mauro Vallati (Organiser)
Nov 2020 → Dec 2020Activity: Participating in or organising an event types › Organising a conference, workshop, ...
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16th International Conference on ICT in Education, Research and Industrial Applications (Event)
Mauro Vallati (Programme Committee Member)
Jun 2020 → Oct 2020Activity: Publication peer-review and editorial work types › Conference Peer-review
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15th International Conference on ICT in Education, Research and Industrial Applications (Event)
Mauro Vallati (Programme Committee Member)
Jun 2019Activity: Publication peer-review and editorial work types › Conference Peer-review
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Improving a planner’s performance through online heuristic configuration of domain models
Mauro Vallati (Speaker), Lukáš Chrpa (Speaker) & Lee McCluskey (Speaker)
17 Jun 2017Activity: Talk or presentation types › Oral presentation
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34th Workshop of the UK Planning and Scheduling Special Interest Group
Mauro Vallati (Organiser)
Dec 2016Activity: Participating in or organising an event types › Organising a conference, workshop, ...