Mar 22, 2021 · PlanMiner is able to learn arithmetic and relational expressions between the numeric variables of the planning domain. Then, these expressions ...

In this paper, we propose a domain learning process build on a machine learning-based process that, starting from plan traces with (partially known) ...

This is achieved by applying a selection of preprocessing, regression, and classification techniques to infer information from the input plan traces. These ...

Mar 22, 2021 · In this paper, we propose a domain learning process build on a machine learning-based process that, starting from plan traces with ...

In this paper, we propose a domain learning process build on a machine learning-based process that, starting from plan traces with (partially known) ...

2017. Discovering relational and numerical expressions from plan traces for learning action models. JÁ Segura-Muros, R Pérez, J Fernández-Olivares. Applied ...

Discovering relational and numerical expressions from plan traces for learning action models. Article 22 March 2021. Plan Deordering with Conditional Effects.

Discovering relational and numerical expressions from plan traces for learning action models. JÁ Segura-Muros, R Pérez, J Fernández-Olivares. Applied ...

This paper presents a novel approach for learning strips action models from examples that compiles this inductive learning task into a classical planning ...

Discovering relational and numerical expressions from plan traces for learning action models. Applied Intelligence,. 1–17. Stern, R.; and Juba, B. 2017 ...