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Mostrando ítems 1-3 de 3

Computing programs for generalized planning using a classical planner

Segovia-Aguas, Javier; Jiménez-Celorrio, Sergio; Jonsson, Anders (Elsevier, 2019-07)

[EN] 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 representing generalized plans that ...
Generalized planning as heuristic search: A new planning search-space that leverages pointers over objects

Segovia-Aguas, Javier; Jiménez-Celorrio, Sergio; Jonsson, Anders (Elsevier, 2024-05)

[EN] Planning as heuristic search is one of the most successful approaches to classical planning but unfortunately, it does not trivially extend to Generalized Planning (GP); GP aims to compute algorithmic solutions that ...
Learning cost action planning models with perfect precision via constraint propagation

Garrido, Antonio (Elsevier, 2023-05)

[EN] Data-driven AI is rapidly gaining importance. In the context of AI planning, a constraint programming formulation for learning action models in a data-driven fashion is proposed. Data comprises plan observations, which ...

Mostrando ítems 1-3 de 3