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Reasonign with Incomplete Initial Information and Nodeterminism in Situation Calculus

机译:情境演算中具有不完整初始信息和不确定性的推理

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Situation Calculus is arguably the most widely studied and used formalism for reasoning about action and change. The main reason for its popularity is the ability to reason about different action sequences as explicit objects. In particular, planning can be formulated as an existence problem. This paper shwos how these proeprties break down when incompelte information about the initial state and nondeterministic action effects are introduced, basically due to the fact that this incompleteness is not adeuqtely manifested on the object level. A version of Situation Calculus is presneted which adequately mdels the alternative ways the world can develop relative to a choice of actions.
机译:情境演算可以说是最广泛研究和使用的形式主义,用于推理动作和变化。其流行的主要原因是能够将不同的动作序列作为显式对象进行推理。特别地,可以将计划表述为存在问题。本文介绍了在引入关于初始状态和不确定性作用效果的不完整信息时,这些属性如何分解,这主要是由于这种不完全性没有在对象层面上得到充分体现的事实。预设了情境演算的一个版本,该版本充分考虑了世界相对于某种行动选择可以发展的替代方式。

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