Goal reasoning: Foundations, emerging applications, and prospects

DW Aha - AI Magazine, 2018 - ojs.aaai.org
Goal reasoning (GR) has a bright future as a foundation for the research and development of
intelligent agents. GR is the study of agents that can deliberate on and self-select their …

40 years of cognitive architectures: core cognitive abilities and practical applications

I Kotseruba, JK Tsotsos - Artificial Intelligence Review, 2020 - Springer
In this paper we present a broad overview of the last 40 years of research on cognitive
architectures. To date, the number of existing architectures has reached several hundred …

[HTML][HTML] Trustworthy journalism through AI

AL Opdahl, B Tessem, DT Dang-Nguyen… - Data & Knowledge …, 2023 - Elsevier
Quality journalism has become more important than ever due to the need for quality and
trustworthy media outlets that can provide accurate information to the public and help to …

A review of generalized planning

S Jiménez, J Segovia-Aguas… - The Knowledge …, 2019 - cambridge.org
Generalized planning studies the representation, computation and evaluation of solutions
that are valid for multiple planning instances. These are topics studied since the early days …

Applying MAPE-K control loops for adaptive workflow management in smart factories

L Malburg, M Hoffmann, R Bergmann - Journal of Intelligent Information …, 2023 - Springer
Monitoring the state of currently running processes and reacting to ad-hoc situations during
runtime is a key challenge in Business Process Management (BPM). This is especially the …

On the use of case-based planning for e-learning personalization

A Garrido, L Morales, I Serina - Expert Systems with Applications, 2016 - Elsevier
In this paper we propose myPTutor, a general and effective approach which uses AI
planning techniques to create fully tailored learning routes, as sequences of Learning …

[HTML][HTML] Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0

L Malburg, P Klein, R Bergmann - Engineering Applications of Artificial …, 2023 - Elsevier
To build intelligent manufacturing systems that react flexibly in case of failures or
unexpected circumstances, manufacturing capabilities of production systems must be …

Model-lite planning: Case-based vs. model-based approaches

HH Zhuo, S Kambhampati - Artificial Intelligence, 2017 - Elsevier
There is increasing awareness in the planning community that depending on complete
models impedes the applicability of planning technology in many real world domains where …

Adaptive management of cyber-physical workflows by means of case-based reasoning and automated planning

L Malburg, F Brand, R Bergmann - International Conference on Enterprise …, 2022 - Springer
Today, it is difficult for companies to react to unforeseen events, eg, global crises. Highly
standardized manufacturing processes are particularly limited in their ability to react flexibly …

[HTML][HTML] Computing programs for generalized planning using a classical planner

J Segovia-Aguas, S Jiménez, A Jonsson - Artificial Intelligence, 2019 - Elsevier
Generalized planning is the task of generating a single solution (a generalized plan) that is
valid for multiple planning instances. In this paper we introduce a novel formalism for …