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A knowledge-based approach to planning with incomplete information and sensingedited by: Malik Ghallab, Joachim Hertzberg, Paolo TraversoIn Proceedings of the Sixth International Conference on Artificial Intelligence Planning and Scheduling (AIPS-2002) (April 2002), pp. 212-221.
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AbstractIn this paper we present a new approach to the problem of planning with incomplete information and sensing. Our approach is based on a higher level, "knowledge-based," representation of the planner's knowledge and of the domain actions. In particular, in our approach we use a set of formulae from a first-order modal logic of knowledge to represent the planner's incomplete knowledge state. Actions are then represented as updates to this collection of formulae. Hence, actions are being modelled...
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