Projects per year
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18 Last checked 30 June 2020
Biography
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.
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 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
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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 Centralised Framework for Maximising the Utilisation of Urban Road Networks by Leveraging on Connected Vehicles
Vallati, M. & Saigol, Z., 14 Apr 2020, (Accepted/In press) Proceedings of the 27th Intelligent Transportation Systems World Congress (ITS 2020). 18056Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid Domains
Bhatti, F., Kitchin, D. & Vallati, M., 9 Jan 2020, Artificial Intelligence XXXVI: 39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings. Bramer, M. & Petridis, M. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, p. 139-145 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11927 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
A Mixed-Integer Programming Approach for Scheduling Roadworks in Urban Regions
Vallati, M. & Chrpa, L., 14 Sep 2020, (Accepted/In press) Proceedings of the 33rd Australasian Joint Conference on Artificial Intelligence: (AI2020). Springer Nature Switzerland AG, 12 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An Empirical Analysis of Predictors for Workload Estimation in Healthcare
Gatta, R., Vallati, M., Pirola, I., Lenkowicz, J., Tagliaferri, L., Cappelli, C. & Castellano, M., 19 Jun 2020, Computational Science - ICCS 2020: 20th International Conference Amsterdam, The Netherlands, June 3-5, 2020, . Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Dongarra, J. J., Sloot, P. M. A., Brissos, S. & Teixeira, J. (eds.). Part 1 ed. Springer, Vol. LNCS 12137. p. 304-311 8 p. (Theoretical Computer Science and General Issues; vol. LNCS 12137, no. Part 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An Experimental Analysis on the Similarity of Argumentation Semantics
Cerutti, F., Thimm, M. & Vallati, M., 23 Sep 2020, (Accepted/In press) In : Argument and Computation.Research output: Contribution to journal › Article
Activities
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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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Planning Machine Activity Between Manufacturing Operations: Maintaining Accuracy While Reducing Energy Consumption
Simon Parkinson (Speaker), Mauro Vallati (Speaker), Andrew Longstaff (Speaker), Simon Fletcher (Speaker) & Lukas Chrpa (Speaker)
14 Jun 2016Activity: Talk or presentation types › Oral presentation
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Towards a Reformulation Based Approach for Efficient Numeric Planning: Numeric Outer Entanglements
Mauro Vallati (Speaker) & Lukáš Chrpa (Speaker)
11 Jun 2015Activity: Talk or presentation types › Oral presentation