Assumption-Based Planning

Abstract : The purpose of the paper is to introduce a new approach of planning called Assumption-Based Planning. This approach is a very interesting way to devise a planner based on a multi-agent system in which the production of a global shared plan is obtained by conjecture/refutation cycles. Contrary to classical approaches, our contribution relies on the agents reasoning that leads to the production of a plan from planning domains. To take into account complex environments and the partial agents knowledge, we propose to consider the planning problem as a defeasible reasoning where the agents exchange proposals and counter-proposals and are able to reason about uncertainty. The argumentation dialogue between agents must not be viewed as a negotiation process but as an investigation process in order to build a plan. In this paper, we focus on the mechanisms that allow an agent to produce "reasonable'' proposals according to its knowledge.
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Communication dans un congrès
International Conference on Advances in Intelligence Systems Theory and Applications, 2004, Luxembourg, Luxembourg. pp.367-376, 2004
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Damien Pellier, Humbert Fiorino. Assumption-Based Planning. International Conference on Advances in Intelligence Systems Theory and Applications, 2004, Luxembourg, Luxembourg. pp.367-376, 2004. 〈hal-00982519〉

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