Projects per year
Personal profile
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
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Network
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Projects
AI4ME: AI for maximising Exploitation of Urban Networks via Personalised AVs Route Generation
1/03/18 → 28/02/21
Project: Research
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
Research Output
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
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 Access
File
An Empirical Analysis of Predictors for Workload Estimation in Healthcare
Gatta, R., Vallati, M., Pirola, I., Lenkowicz, J., Tagliaferri, L., Cappelli, C. & Castellano, M., 25 Mar 2020, (Accepted/In press) Proceedings of the 20th International Conference on Computational Science (ICCS). SpringerResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare
Gatta, R., Vallati, M., Fernandez-Llatas, C., Martinez-Millana, A., Orini, S., Sacchi, L., Lenkowicz, J., Marcos, M., Munoz-Gama, J., Cuendet, M., de Bari, B., Marco-Ruiz, L., Stefanini, A. & Castellano, M., 3 Jan 2020, Business Process Management Workshops: BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers. Di Francescomarino, C., Dijkman, R. & Zdun, U. (eds.). 1 ed. Cham: Springer, Vol. 362. p. 545-556 12 p. (Lecture Notes in Business Information Processing; vol. 362 LNBIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Generating and Exploiting Cost Predictions in Heuristic State-Space Planning
Percassi, F., Gerevini, A. E., Scala, E., Serina, I. & Vallati, M., 20 Jan 2020, (Accepted/In press) Proceedings of The 30th International Conference on Automated Planning and Scheduling (ICAPS) . AAAI press, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Activities
- 9 Oral presentation
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 2016
Activity: Talk or presentation types › Oral presentation
Towards a Reformulation Based Approach for Efficient Numeric Planning: Numeric Outer Entanglements
Mauro Vallati (Speaker), Lukáš Chrpa (Speaker)11 Jun 2015
Activity: Talk or presentation types › Oral presentation
Towards a Protocol for Benchmark Selection in IPC
Mauro Vallati (Speaker), Tiago Vaquero (Speaker)8 Jun 2015
Activity: Talk or presentation types › Oral presentation
Planning & Scheduling Applications in Urban Traffic Management
Lukáš Chrpa (Speaker), Mauro Vallati (Speaker), Thomas McCluskey (Speaker), Falilat Jimoh (Speaker)15 Dec 2014
Activity: Talk or presentation types › Oral presentation
ASCoL: Automated Acquisition of Domain Specific Static Constraints from Plan Traces
Rabia Jilani (Speaker), Andrew Crampton (Speaker), Diane Kitchin (Speaker), Mauro Vallati (Speaker)15 Dec 2014
Activity: Talk or presentation types › Oral presentation