Answer set planning: a survey

SC Tran, E Pontelli, M Balduccini… - Theory and Practice of …, 2023 - cambridge.org
Answer Set Planning refers to the use of Answer Set Programming (ASP) to compute plans,
that is, solutions to planning problems, that transform a given state of the world to another …

[KÖNYV][B] Hybrid Bayesian networks for reasoning about complex systems

UN Lerner - 2003 - search.proquest.com
Many real-world systems are naturally modeled as hybrid stochastic processes, ie,
stochastic processes that contain both discrete and continuous variables. Examples include …

Diagnosis of large active systems

P Baroni, G Lamperti, P Pogliano, M Zanella - Artificial Intelligence, 1999 - Elsevier
This paper presents a modular technique, amenable to parallel implementation, for the
diagnosis of large-scale, distributed, asynchronous event-driven (namely, active) systems …

[KÖNYV][B] Diagnosis of active systems: principles and techniques

G Lamperti, M Zanella - 2003 - books.google.com
This book is about model-based diagnosis of a class of discrete-event systems called active
systems. Roughly, model-based diagnosis is the task of finding out the faulty components of …

Explanatory diagnosis: Conjecturing actions to explain observations

SA Mcllraith - … Foundations for Cognitive Agents: Contributions in …, 1999 - Springer
In this paper we present contributions towards a logical theory of diagnosis for systems that
can be affected by the actions of agents. Specifically, we examine the task of conjecturing …

[HTML][HTML] Recent advances in unfolding technique

B Bonet, P Haslum, V Khomenko, S Thiébaux… - Theoretical Computer …, 2014 - Elsevier
We propose a new, and to date the most general, framework for Petri net unfolding, which
broadens its applicability, makes it easier to use, and increases its efficiency. In particular:(i) …

Diagnosis of discrete-event systems from uncertain temporal observations

G Lamperti, M Zanella - Artificial Intelligence, 2002 - Elsevier
Observations play a major role in diagnosis. The nature of an observation varies according
to the class of the considered system. In static systems, an observation is the value of a …

[PDF][PDF] Diagnosis as Planning Revisited.

S Sohrabi, JA Baier, SA McIlraith - KR, 2010 - cdn.aaai.org
In discrete dynamical systems change results from actions. As such, given a set of
observations, diagnoses often take the form of posited events that result in the observed …

[PDF][PDF] Formulating diagnostic problem solving using an action language with narratives and sensing

C Baral, S McIlraith, TC Son - KR, 2000 - Citeseer
Given a system and unexpected observations about the system, a diagnosis is often viewed
as a fault assignment to the various components of the system that is consistent with (or that …

Hypothesis exploration for malware detection using planning

S Sohrabi, O Udrea, A Riabov - … of the AAAI Conference on Artificial …, 2013 - ojs.aaai.org
In this paper we apply AI planning to address the hypothesis exploration problem and
provide assistance to network administrators in detecting malware based on unreliable …