no code implementations • 9 Aug 2023 • Chris Fawcett, Mauro Vallati, Holger H. Hoos, Alfonso E. Gerevini
To address this problem, we introduce a novel approach to statistically meaningful analysis of competition results based on resampling performance data.
no code implementations • 24 Jan 2023 • Diaeddin Alarnaouti, George Baryannis, Mauro Vallati
Automated planning is a prominent area of Artificial Intelligence, and an important component for intelligent autonomous agents.
no code implementations • 2 Mar 2022 • Carmine Dodaro, Marco Maratea, Mauro Vallati
The decoupling between the representation of a certain problem, i. e., its knowledge model, and the reasoning side is one of main strong points of model-based Artificial Intelligence (AI).
no code implementations • 7 Sep 2021 • Matthias Thimm, Federico Cerutti, Mauro Vallati
We present Fudge, an abstract argumentation solver that tightly integrates satisfiability solving technology to solve a series of abstract argumentation problems.
no code implementations • 15 Oct 2020 • Mauro Vallati, Lukas Chrpa, Thomas L. McCluskey, Frank Hutter
The development of domain-independent planners within the AI Planning community is leading to "off-the-shelf" technology that can be used in a wide range of applications.
no code implementations • 2 Oct 2020 • Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati
We validate the overall framework in the extended scenario, thereby confirming the applicability of ASP also in more realistic Robotics settings, and showing the usefulness of macro actions for the robot-based manipulation of articulated objects.
no code implementations • 22 Jun 2020 • Daniel Harabor, Mauro Vallati
The 13th Symposium on Combinatorial Search (SoCS) was held May 26-28, 2020.
no code implementations • 1 Mar 2017 • Ilias Tachmazidis, Sotiris Batsakis, John Davies, Alistair Duke, Mauro Vallati, Grigoris Antoniou, Sandra Stincic Clarke
In this work, we propose a semantic enrichment of the BT Hypercat Data Hub, using well-accepted Semantic Web standards and tools.
no code implementations • 22 Dec 2016 • Wolfgang Faber, Mauro Vallati, Federico Cerutti, Massimiliano Giacomin
Optimization - minimization or maximization - in the lattice of subsets is a frequent operation in Artificial Intelligence tasks.
no code implementations • 14 Apr 2016 • Valerio Velardo, Mauro Vallati
Computational creativity is a subfield of AI focused on developing and studying creative systems.
no code implementations • 11 Nov 2014 • Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou
Abstract argumentation framework (\AFname) is a unifying framework able to encompass a variety of nonmonotonic reasoning approaches, logic programming and computational argumentation.
no code implementations • 18 Oct 2013 • Federico Cerutti, Paul E. Dunne, Massimiliano Giacomin, Mauro Vallati
This paper presents a novel SAT-based approach for the computation of extensions in abstract argumentation, with focus on preferred semantics, and an empirical evaluation of its performances.