Mauro Vallati

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 161

Top Venues

Publications

Matteo Cardellini, Marco Maratea, Francesco Percassi, Enrico Scala, Mauro Vallati
Taming Discretised PDDL+ through Multiple Discretisations (Extended Abstract). SOCS (2024)
Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Thomas Leo McCluskey, Mauro Vallati
PDDL+ Models for Deployable yet Effective Traffic Signal Optimisation. ICAPS (2024)
Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Mauro Vallati
The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study. FLAIRS (2024)
Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Andrada Mihaela Tudor, Erica Tavazzi, Mauro Vallati, Stefania Orini, Nicoletta Di Giorgi, Andrea Damiani
GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Matteo Cardellini, Marco Maratea, Francesco Percassi, Enrico Scala, Mauro Vallati
Taming Discretised PDDL+ through Multiple Discretisations. ICAPS (2024)
Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Thomas Leo McCluskey, Mauro Vallati
Deployable Yet Effective Traffic Signal Optimisation via Automated Planning (Extended Abstract). SOCS (2024)
Rongge Guo, Mauro Vallati, Yutong Wang, Hui Zhang, Yuanyuan Chen, Fei-Yue Wang
Sustainability Opportunities and Ethical Challenges of AI-Enabled Connected Autonomous Vehicles Routing in Urban Areas. IEEE Trans. Intell. Veh. 9 (1) (2024)
Francesco Percassi, Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati
An Efficient Heuristic for AI-based Urban Traffic Control. MT-ITS (2023)
Francesco Percassi, Enrico Scala, Mauro Vallati
On the Notion of Fixability of PDDL+ Plans [Extended Abstract]. SOCS (2023)
Rongge Guo, Wei Guan, Mauro Vallati, Wenyi Zhang
Modular Autonomous Electric Vehicle Scheduling for Customized On-Demand Bus Services. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Carmine Dodaro, Marco Maratea, Mauro Vallati
On the Configuration of More and Less Expressive Logic Programs. Theory Pract. Log. Program. 23 (2) (2023)
Mauro Vallati, Stefania Orini, Mariagrazia Lorusso, Mariachiara Savino, Roberto Gatta, Massimiliano Filosto
On the Comparison of Markov Chains-based Models in Process Mining for Healthcare: A Case Study. FLAIRS (2023)
Diaeddin Alarnaouti, George Baryannis, Mauro Vallati
Reformulation Techniques for Automated Planning: A Systematic Review. CoRR (2023)
Francesco Percassi, Alfonso Emilio Gerevini, Enrico Scala, Ivan Serina, Mauro Vallati
Improving Domain-Independent Heuristic State-Space Planning via plan cost predictions. J. Exp. Theor. Artif. Intell. 35 (6) (2023)
Matyás Svadlenka, Lukás Chrpa, Mauro Vallati
Improving the Scalability of Automated Planning-based Vehicle Routing via Smart Routes Identification. MT-ITS (2023)
Francesco Percassi, Enrico Scala, Mauro Vallati
A Structure-Sensitive Translation from Hybrid to Numeric Planning. AI*IA (2023)
Francesco Percassi, Enrico Scala, Mauro Vallati
A Practical Approach to Discretised PDDL+ Problems by Translation to Numeric Planning. J. Artif. Intell. Res. 76 (2023)
Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas L. McCluskey, Francesco Percassi, Mauro Vallati
Automated Planning for Generating and Simulating Traffic Signal Strategies. IJCAI (2023)
Rongge Guo, Xiaoyu Liu, Saumya Bhatnagar, Mauro Vallati
Real-time Routing and Scheduling of On-demand Autonomous Customized Bus Systems. ITSC (2023)
Xingyuan Dai, Mauro Vallati, Rongge Guo, Yutong Wang, Shuangshuang Han, Yilun Lin
The Road Ahead: DAO-Secured V2X Infrastructures for Safe and Smart Vehicular Management. IEEE Trans. Intell. Veh. 8 (12) (2023)
Chris Fawcett, Mauro Vallati, Holger H. Hoos, Alfonso Emilio Gerevini
Competitions in AI - Robustly Ranking Solvers Using Statistical Resampling. CoRR (2023)
Diaeddin Alarnaouti, George Baryannis, Mauro Vallati
Reformulation techniques for automated planning: a systematic review. Knowl. Eng. Rev. 38 (2023)
Mauro Vallati
The Power of Good Old-Fashioned AI for Urban Traffic Control. ICTERI (2023)
Francesco Percassi, Enrico Scala, Mauro Vallati
Fixing Plans for PDDL+ Problems: Theoretical and Practical Implications. ICAPS (2023)
Lukás Chrpa, Mauro Vallati
Centralised Vehicle Routing for Optimising Urban Traffic: A Scalability Perspective. IV (2023)
Rongge Guo, Alexandros Nikitas, Simon Parkinson, Mauro Vallati
One Bus is All it Takes: The Impact of Cyber Attacks in Customised Bus Services. ITSC (2023)
Mauro Vallati, Lukás Chrpa
In Defence of Good Old-Fashioned Artificial Intelligence Approaches in Intelligent Transportation Systems. ITSC (2023)
Lukás Chrpa, Carmine Dodaro, Marco Maratea, Marco Mochi, Mauro Vallati
Comparing Planning Domain Models Using Answer Set Programming. JELIA (2023)
Matteo Cardellini, Carmine Dodaro, Marco Maratea, Mauro Vallati
A Framework for Risk-Aware Routing of Connected Vehicles via Artificial Intelligence. ITSC (2023)
Rongge Guo, Wei Guan, Saumya Bhatnagar, Mauro Vallati
A Two-Phase Optimization Model for Autonomous Electric Customized Bus Service Design. ITSC (2022)
Enrico Scala, Thomas L. McCluskey, Mauro Vallati
Verification of Numeric Planning Problems Through Domain Dynamic Consistency. AI*IA (2022)
Lukás Chrpa, Mauro Vallati
Planning with Critical Section Macros: Theory and Practice. J. Artif. Intell. Res. 74 (2022)
Carmine Dodaro, Marco Maratea, Mauro Vallati
On the Configuration of More and Less Expressive Logic Programs. CoRR (2022)
Francesco Percassi, Enrico Scala, Mauro Vallati
The Power of Reformulation: From Validation to Planning in PDDL+. ICAPS (2022)
Ron Alford, Lukás Chrpa, Mauro Vallati, Andy Applebaum
Knowledge Reformulation and Deception as a Defense Against Automated Cyber Adversaries. FLAIRS (2022)
Franc Ivankovic, Mauro Vallati, Lukás Chrpa, Marco Roveri
Urban Traffic Control via Planning with Global State Constraints (Extended Abstract). SOCS (2022)
Erica Tavazzi, Roberto Gatta, Mauro Vallati, Stefano Cotti Piccinelli, Massimiliano Filosto, Alessandro Padovani, Maurizio Castellano, Barbara Di Camillo
Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis. BMC Medical Informatics Decis. Mak. (6) (2022)
Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas L. McCluskey, Enrico Scala, Mauro Vallati
Leveraging Artificial Intelligence for Simulating Traffic Signal Strategies. ITSC (2022)
Francesco Percassi, Enrico Scala, Mauro Vallati
On the Reformulation of Discretised PDDL+ to Numeric Planning (Extended Abstract). SOCS (2022)
Saumya Bhatnagar, Sumit Mund, Enrico Scala, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati
On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt. ICAART (2) (2022)
Daniel Harabor, Mauro Vallati
Organizing a Successful Artificial Intelligence Online Conference: Lessons from the 13th Symposium on Combinatorial Search. AI Mag. 42 (1) (2021)
Mauro Vallati, Lukás Chrpa
Effective Real-Time Urban Traffic Routing: An Automated Planning Approach. MT-ITS (2021)
Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto
An Efficient Hybrid Planning Framework for In-Station Train Dispatching. ICCS (1) (2021)
Matthias Thimm, Federico Cerutti, Mauro Vallati
Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions. IJCAI (2021)
Mauro Vallati, Enrico Scala, Lukás Chrpa
A Hybrid Automated Planning Approach for Urban Real-time Routing of Connected Vehicles. ITSC (2021)
Alessia Grassi, Mauro Vallati
An Exploratory Study on the Use of Artificial Intelligence to Initiate Legal Understanding for Business Development. FLAP 8 (4) (2021)
Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati
Manipulation of Articulated Objects Using Dual-arm Robots via Answer Set Programming. Theory Pract. Log. Program. 21 (3) (2021)
Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto
In-Station Train Dispatching: A PDDL+ Planning Approach. ICAPS (2021)
Francesco Percassi, Enrico Scala, Mauro Vallati
A Sound (But Incomplete) Polynomial Translation from Discretised PDDL+ to Numeric Planning. AI*IA (2021)
Matthias Thimm, Federico Cerutti, Mauro Vallati
Fudge: A light-weight solver for abstract argumentation based on SAT reductions. CoRR (2021)
Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter
On the Importance of Domain Model Configuration for Automated Planning Engines. J. Autom. Reason. 65 (6) (2021)
Enrico Scala, Mauro Vallati
Effective grounding for hybrid planning problems represented in PDDL+. Knowl. Eng. Rev. 36 (2021)
Francesco Percassi, Enrico Scala, Mauro Vallati
Translations from Discretised PDDL+ to Numeric Planning. ICAPS (2021)
Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto
A Planning-based Approach for In-Station Train Dispatching. SOCS (2021)
Gianluca Boleto, Luca Oneto, Matteo Cardellini, Marco Maratea, Mauro Vallati, Renzo Canepa, Davide Anguita
In-Station Train Movements Prediction: from Shallow to Deep Multi Scale Models. ESANN (2021)
Mauro Vallati, Thomas Leo McCluskey
A Quality Framework for Automated Planning Knowledge Models. ICAART (2) (2021)
Riccardo Bertolucci, Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati
Collaborative Robotic Manipulation: A Use Case of Articulated Objects in Three-dimensions with Gravity. ICTAI (2020)
Federico Cerutti, Massimiliano Giacomin, Mauro Vallati, Tobia Zanetti
An Efficient Algorithm for Semi-stable Extensions. AI*IA (2020)
Daniel Harabor, Mauro Vallati
Organising a Successful AI Online Conference: Lessons from SoCS 2020. CoRR (2020)
Tobia Zanetti, Massimiliano Giacomin, Mauro Vallati, Federico Cerutti
An Efficient Algorithm for Admissible Argumentation Stages. AI³@AI*IA (2020)
Mauro Vallati, Thomas Leo McCluskey
In Defence of Design Patterns for AI Planning Knowledge Models (short paper). IPS-RCRA@AI*IA (2020)
Ivan Serina, Mauro Vallati
Configurable Heuristic Adaptation for Improving Best First Search in AI Planning. ICTAI (2020)
Thomas Eiter, Marco Maratea, Mauro Vallati
Preface. Fundam. Informaticae 174 (3-4) (2020)
Roberto Gatta, Mauro Vallati, Ilenia Pirola, Jacopo Lenkowicz, Luca Tagliaferri, Carlo Cappelli, Maurizio Castellano
An Empirical Analysis of Predictors for Workload Estimation in Healthcare. ICCS (1) (2020)
Federico Cerutti, Matthias Thimm, Mauro Vallati
An experimental analysis on the similarity of argumentation semantics. Argument Comput. 11 (3) (2020)
Francesco Percassi, Alfonso Emilio Gerevini, Enrico Scala, Ivan Serina, Mauro Vallati
Generating and Exploiting Cost Predictions in Heuristic State-Space Planning. ICAPS (2020)
Andrea Cohen, Sebastian Gottifredi, Mauro Vallati, Alejandro Javier García, Grigoris Antoniou
Maximising goals achievement through abstract argumentation frameworks: An optimal approach. Expert Syst. Appl. 141 (2020)
Matthias Thimm, Federico Cerutti, Mauro Vallati
On Computing the Set of Acceptable Arguments in Abstract Argumentation. COMMA (2020)
Mauro Vallati, Lukás Chrpa
A Mixed-Integer Programming Approach for Scheduling Roadworks in Urban Regions. Australasian Conference on Artificial Intelligence (2020)
Riccardo Bertolucci, Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati
Collaborative Robotic Manipulation: A Use Case of Articulated Objects in Three-dimensions with Gravity. CoRR (2020)
Mauro Vallati, Lukás Chrpa, Ivan Serina
MEvo: a framework for effective macro sets evolution. J. Exp. Theor. Artif. Intell. 32 (4) (2020)
Mauro Vallati, Lukás Chrpa
Reducing Traffic Congestion in Urban Areas via Real-Time Re-Routing: A Simulation Study. Australasian Conference on Artificial Intelligence (2020)
Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati
Manipulation of Articulated Objects using Dual-arm Robots via Answer Set Programming. CoRR (2020)
Mauro Vallati
Centralised Versus Decentralised Traffic Optimisation of Urban Road Networks: A Simulation Study. ICITE (2020)
Enrico Scala, Mauro Vallati
Exploiting Classical Planning Grounding in Hybrid PDDL+ Planning Engines. ICTAI (2020)
Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter
On the Importance of Domain Model Configuration for Automated Planning Engines. CoRR (2020)
Mauro Vallati, Thomas Leo McCluskey
In Defence of Design Patterns for AI Planning Knowledge Models. AI*IA (2020)
Mauro Vallati, Lukás Chrpa, Diane E. Kitchin
How to Plan Roadworks in Urban Regions? A Principled Approach Based on AI Planning. ICCS (5) (2019)
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani
On the Feasibility of Distributed Process Mining in Healthcare. ICCS (5) (2019)
Riccardo Bertolucci, Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati
Automated Planning Encodings for the Manipulation of Articulated Objects in 3D with Gravity. AI*IA (2019)
Faizan Bhatti, Diane E. Kitchin, Mauro Vallati
A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid Domains. SGAI Conf. (2019)
Mauro Vallati, Lukás Chrpa
On the Robustness of Domain-Independent Planning Engines: The Impact of Poorly-Engineered Knowledge. K-CAP (2019)
Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati
An ASP-Based Framework for the Manipulation of Articulated Objects Using Dual-Arm Robots. LPNMR (2019)
Roberto Gatta, Mauro Vallati, Carlos Fernández-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel A. Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano
Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. Business Process Management Workshops (2019)
Lukás Chrpa, Mauro Vallati
Improving Domain-Independent Planning via Critical Section Macro-Operators. AAAI (2019)
Roberto Gatta, Mauro Vallati, Nicola Dinapoli, Carlotta Masciocchi, Jacopo Lenkowicz, Davide Cusumano, Calogero Casà, Alessandra Farchione, Andrea Damiani, Johan van Soest, Andre Dekker, Vincenzo Valentini
Towards a modular decision support system for radiomics: A case study on rectal cancer. Artif. Intell. Medicine 96 (2019)
Isabel Cenamor, Mauro Vallati, Lukás Chrpa
On the predictability of domain-independent temporal planners. Comput. Intell. 35 (4) (2019)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey
Inner entanglements: Narrowing the search in classical planning by problem reformulation. Comput. Intell. 35 (2) (2019)
Mauro Vallati, Marco Maratea
On the Configuration of SAT Formulae. AI*IA (2019)
Federico Cerutti, Massimiliano Giacomin, Mauro Vallati
How we designed winning algorithms for abstract argumentation and which insight we attained. Artif. Intell. 276 (2019)
Mauro Vallati, Federico Cerutti, Massimiliano Giacomin
Predictive models and abstract argumentation: the case of high-complexity semantics. Knowl. Eng. Rev. 34 (2019)
Lukás Chrpa, Mauro Vallati, Simon Parkinson
Exploiting automated planning for efficient centralized vehicle routing and mitigating congestion in urban road networks. SAC (2019)
Santiago Franco, Mauro Vallati, Alan Lindsay, Thomas Lee McCluskey
Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation. ICCS (5) (2019)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey
Outer entanglements: a general heuristic technique for improving the efficiency of planning algorithms. J. Exp. Theor. Artif. Intell. 30 (6) (2018)
Lukás Chrpa, Mauro Vallati
Determining Representativeness of Training Plans: A Case of Macro-Operators. ICTAI (2018)
Wolfgang Faber, Mauro Vallati, Federico Cerutti, Massimiliano Giacomin
Enumerating Preferred Extensions Using ASP Domain Heuristics: The ASPrMin Solver. COMMA (2018)
Federico Cerutti, Alessia Grassi, Mauro Vallati
Unveiling the oracle: Artificial intelligence for the 21st century. Intell. Decis. Technol. 12 (3) (2018)
Santiago Franco, Alan Lindsay, Mauro Vallati, Thomas Lee McCluskey
An Innovative Heuristic for Planning-Based Urban Traffic Control. ICCS (1) (2018)
Mauro Vallati, Lukás Chrpa, Diane E. Kitchin
On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation. ICCS (1) (2018)
Mauro Vallati, Lukás Chrpa
A Principled Analysis of the Interrelation between Vehicular Communication and Reasoning Capabilities of Autonomous Vehicles. ITSC (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mauro Vallati