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Numeric Planning with Disjunctive Global Constraints via SMT

机译:通过SMT析出全局约束的数字规划

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This paper describes a novel encoding for sequential numeric planning into the problem of determining the satisfiability of a logical theory T. We introduce a novel technique, orthogonal to existing work aiming at producing more succinct encodings that enables the theory solver to roll up an unbounded yet finite number of instances of an action into a single plan step, greatly reducing the horizon at which T models valid plans. The technique is then extended to deal with problems featuring disjunctive global constraints, in which the state space becomes a non-convex n dimensional polytope. In order to empirically evaluate the encoding, we build a planner, SPRINGROLL, around a state-of-the-art off-the-shelf SMT solver. Experiments on a diverse set of domains are finally reported, and results show the generality and efficiency of the approach.
机译:本文描述了一种新颖的编码,用于确定逻辑理论T的可靠性问题的序列数字规划。我们介绍了一种新颖的技术,与现有的工作正交,旨在产生更加简洁的编码,这使得理论求解器尚未卷起无限制 一个行动的有限数量进入单个计划步骤,大大减少了T模型有效计划的地平线。 然后扩展该技术以应对具有析出全局约束的问题,其中状态空间成为非凸N维多托。 为了凭经验评估编码,我们建立一个规划师,围绕着最先进的搁板SMT求解器。 终于报道了对多种域的实验,结果表明了这种方法的一般性和效率。

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