Projects per year
Personal profile
Google Scholar h-Index
18 Last checked 30 June 2020
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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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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A Hybrid Automated Planning Approach for Urban Real-time Routing of Connected Vehicles
Vallati, M., Scala, E. & Chrpa, L., 25 Oct 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. IEEE, p. 3821-3826 6 p. 9564838Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
An Efficient Algorithm for Semi-stable Extensions
Cerutti, F., Giacomin, M., Vallati, M. & Zanetti, T., 22 May 2021, AIxIA 2020 – Advances in Artificial Intelligence: XIXth International Conference of the Italian Association for Artificial Intelligence, Revised Selected Papers. Baldoni, M. & Bandini, S. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, Vol. LNCS/LNAI 12414. p. 117-135 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12414 LNAI/LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An Efficient Hybrid Planning Framework for In-Station Train Dispatching
Cardellini, M., Maratea, M., Vallati, M., Boleto, G. & Oneto, L., 16 Jun 2021, Computational Science – ICCS 2021: 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part I. Paszynski, M., Kranzlmüller, D., Krzhizhanovskaya, V. V., Dongarra, J. J. & Sloot, P. M. A. (eds.). Cham: Springer Nature Switzerland AG, Vol. LNCS/LNTCS 12742. p. 168-182 15 p. (Lecture Notes in Computer Science; vol. LNCS/LNTCS 12742).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An exploratory study on the use of artificial intelligence to initiate legal understanding for business development
Grassi, A. & Vallati, M., 1 May 2021, In: IfCoLoG Journal of Logics and their Applications. 8, 4, p. 1065-1082 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Quality Framework for Automated Planning Knowledge Models
Vallati, M. & McCluskey, L., 19 Apr 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence: ICAART 2021. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 2. p. 635-644 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus)
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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, ...