[HTML][HTML] Digital twin composition in smart manufacturing via Markov decision processes

G De Giacomo, M Favorito, F Leotta, M Mecella… - Computers in …, 2023 - Elsevier
Abstract Digital Twins (DTs) are considered key components in smart manufacturing. They
bridge the virtual and real world with the goal to model, understand, predict, and optimize …

On the application of process management and process mining to industry 4.0

F Monti, JG Mathew, F Leotta, A Koschmider… - Software and Systems …, 2024 - Springer
The continuous evolution of digital technologies applied to the more traditional world of
industrial automation led to Industry 4.0, which envisions production processes subject to …

Abstraction of situation calculus concurrent game structures

Y Lespérance, G De Giacomo, M Rostamigiv… - Proceedings of the …, 2024 - ojs.aaai.org
We present a general framework for abstracting agent behavior in multi-agent synchronous
games in the situation calculus, which provides a first-order representation of the state and …

Synthesizing best-effort strategies under multiple environment specifications

B Aminof, G De Giacomo, A Lomuscio… - … ON PRINCIPLES OF …, 2021 - iris.uniroma1.it
We formally introduce and solve the synthesis problem for LTL goals in the case of multiple,
even contradicting, assumptions about the environment. Our solution concept is based …

Services in smart manufacturing: comparing automated reasoning techniques for composition and orchestration

F Monti, L Silo, F Leotta, M Mecella - Symposium and Summer School on …, 2023 - Springer
In recent years, there has been an increase interest in using intelligent methods to control
manufacturing processes. Tens of resources to be modeled and offered as services through …

Verification of agent navigation in partially-known environments

B Aminof, A Murano, S Rubin, F Zuleger - Artificial Intelligence, 2022 - Elsevier
This paper establishes a framework based on logic and automata theory in which to model
and automatically verify systems of multiple mobile agents moving in environments with …

LTLf best-effort synthesis in nondeterministic planning domains

G De Giacomo, G Parretti, S Zhu - arxiv preprint arxiv:2308.15188, 2023 - arxiv.org
We study best-effort strategies (aka plans) in fully observable nondeterministic domains
(FOND) for goals expressed in Linear Temporal Logic on Finite Traces (LTLf). The notion of …

Orchestration of services in Smart Manufacturing through automated synthesis

F Monti, L Silo, M Favorito… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In recent decades, manufacturing practices have undergone a significant transformation,
with the integration of computers and automation playing a central role. Concurrently, there …

FOND Planning with Explicit Fairness Assumptions

ID Rodriguez, B Bonet, S Sardina, H Geffner - Journal of Artificial …, 2022 - jair.org
We consider the problem of reaching a propositional goal condition in fully-observable
nondeterministic (FOND) planning under a general class of fairness assumptions that are …

The trembling-hand problem for LTLf planning

P Yu, S Zhu, G De Giacomo, M Kwiatkowska… - arxiv preprint arxiv …, 2024 - arxiv.org
Consider an agent acting to achieve its temporal goal, but with a" trembling hand". In this
case, the agent may mistakenly instruct, with a certain (typically small) probability, actions …