Plan Inference with Probabilistic-Outcome Actions

概要

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Effective dialog understanding requires capable plan inference. However, current plan-inference efforts are incapable of (1)working with actions having more than one possible outcome,(2)predicting which plan an agent will choose when more than one possible plan could work,(3)working with likely and unlikely events, and (4)working with plans containing conditionals. Unfortunately, these types of phenomena occur quite often. For instance, an agent asking a question will plan based on the possible responses. Indeed, the action of speaking itself (i.e.,planning and deciding which illocutionary act to utter) is based on assumptions of the likelihood that the desired perlocutionary force will be communicated. Planning is a decision process of choosing between likely possibilities; it is not simply a means-end analysis.
一般社団法人情報処理学会の論文
1991-02-25