70 citations · 85 across the 16 of their papers we have counts for
11 papers · 1 filter
Time to Reason: Scalable Neurosymbolic Learning for LTLf via Fuzzy Semantics
Riccardo Andreoni, Andrei Buliga, Alessandro Daniele +4
Neurosymbolic (NeSy) Artificial Intelligence aims to integrate Deep Learning (DL) architectures with symbolic reasoning. While initial NeSy approaches have targeted mainly symbolic…
Conformance Checking of Fuzzy Logs against Declarative Temporal Specifications
Ivan Donadello, Paolo Felli, Craig Innes +2
Traditional conformance checking tasks assume that event data provide a faithful and complete representation of the actual process executions. This assumption has been recently que…
A Semantic Approach to Decidability in Epistemic Planning (Extended Version)
Alessandro Burigana, Paolo Felli, Marco Montali +1
The use of Dynamic Epistemic Logic (DEL) in multi-agent planning has led to a widely adopted action formalism that can handle nondeterminism, partial observability and arbitrary kn…
DELPHIC: Practical DEL Planning via Possibilities (Extended Version)
Alessandro Burigana, Paolo Felli, Marco Montali
Dynamic Epistemic Logic (DEL) provides a framework for epistemic planning that is capable of representing non-deterministic actions, partial observability, higher-order knowledge a…
Conformance Checking with Uncertainty via SMT (Extended Version)
Paolo Felli, Alessandro Gianola, Marco Montali +2
Logs of real-life processes often feature uncertainty pertaining the recorded timestamps, data values, and/or events. We consider the problem of checking conformance of uncertain l…
Efficient Multi-agent Epistemic Planning: Teaching Planners About Nested Belief
Christian Muise, Vaishak Belle, Paolo Felli +4
Many AI applications involve the interaction of multiple autonomous agents, requiring those agents to reason about their own beliefs, as well as those of other agents. However, pla…
CoCoMoT: Conformance Checking of Multi-Perspective Processes via SMT (Extended Version)
Paolo Felli, Alessandro Gianola, Marco Montali +2
Conformance checking is a key process mining task for comparing the expected behavior captured in a process model and the actual behavior recorded in a log. While this problem has…
SMT-based Safety Verification of Parameterised Multi-Agent Systems
Paolo Felli, Alessandro Gianola, Marco Montali
In this paper we study the verification of parameterised multi-agent systems (MASs), and in particular the task of verifying whether unwanted states, characterised as a given state…
Situation Calculus for Synthesis of Manufacturing Controllers
Giuseppe De Giacomo, Brian Logan, Paolo Felli +2
Manufacturing is transitioning from a mass production model to a manufacturing as a service model in which manufacturing facilities 'bid' to produce products. To decide whether to…
Supervisory Control for Behavior Composition
Paolo Felli, Nitin Yadav, Sebastian Sardina
We relate behavior composition, a synthesis task studied in AI, to supervisory control theory from the discrete event systems field. In particular, we show that realizing (i.e., im…
Description Logic Knowledge and Action Bases
Babak Bagheri Hariri, Diego Calvanese, Marco Montali +3
Description logic Knowledge and Action Bases (KAB) are a mechanism for providing both a semantically rich representation of the information on the domain of interest in terms of a…