Alan_lindsay Framer Planning Models From Natural Language Action Descriptions 2017
[TOC] Title: Framer: Planning Models From Natural Language Action Descriptions Author: Alan Lindsay et. al. Publish Year: 2017 Review Date: Thu, Mar 9, 2023 url: https://core.ac.uk/download/pdf/322329049.pdf Summary of paper Motivation for modelling assisting and model generation tools, there is a underlying assumption that the user can formulate the problem using some formal language. this motivates us to generate planning domain models directly from NL descriptions. Some key terms approach we start from NL descriptions of actions and use NL analysis to construct structured representation, from which we construct formal representations of action sequences ? only action sequence? what about the environment the generated action sequence provide the necessary structured input for inducing a PDDL domain, using domain model acquisition technology. we use an estimate of functional similarity, so sentences that describe similar behaviour are represented by the same planning operator. problem modelling ...