Personalized medication and activity planning in PDDL+

FK Alaboud, A Coles - Proceedings of the international conference on …, 2019 - ojs.aaai.org
The emergence of planners capable of reasoning with continuous dynamics, as expressed
in PDDL+, has increased the range of problems that fall within the capabilities of PDDL …

Mixed discrete continuous non-linear planning through piecewise linear approximation

E Denenberg, A Coles - … of the International Conference on Automated …, 2019 - ojs.aaai.org
Abstract Reasoning with continuously changing numeric quantities is vital to applying
planners in many real-world scenarios. Several planners capable of doing this have been …

A logical semantics for PDDL+

V Batusov, M Soutchanski - Proceedings of the International Conference …, 2019 - ojs.aaai.org
PDDL+ is an extension of PDDL2. 1 which incorporates fully-featured autonomous
processes and allows for better modelling of mixed discrete-continuous domains. Unlike …

[PDF][PDF] Personalising Medication & Activity Regimes Using Novel State Progression Models for Forward Search with PDDL+.

F Alaboud - 2022 - kclpure.kcl.ac.uk
Planning, in its purest form, is the process of organising a set of actions, while anticipating
the effect of each action, to achieve pre-stated objectives. Artificial Intelligence (AI) Planning …

[PDF][PDF] Acquiring Process Knowledge in Hybrid Planning Domains using Machine Learning

R Reba, R Jilani, A Lindsay… - Proceedings of the …, 2020 - plansig2020.wordpress.com
Abstract Recent progress in Automated Planning not only involves improvements in the
efficiency of planning engines but also in the granularity in which domains can be modelled …

An Interpreter Implementation of STRIPS Plans Used in Knowledge-Managed Tutoring Systems

M Marinov - 2020 International Conference Automatics and …, 2020 - ieeexplore.ieee.org
The techniques for retrieving, representing and processing knowledge used in the Intelligent
Tutoring Systems (ITS) are not suitable and efficient enough for representing both domain …

Considerable Factors for Domain Model Learning in Planning

R Jilani, R Reba - 2019 - openreview.net
Learning for planning has extensive aspirations to aim at. Our primary focus area of review
in this paper is the knowledge engineering of domain models to feed planners. This …