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A Logic for Specifying Agent Actions and Observations with Probability

机译:一种逻辑,用于指定代理操作和观察的概率

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We propose a non-standard modal logic for specifying agent domains where the agent's actuators and sensors are noisy, causing uncertainty in action and perception. The logic is multi-modal, indexed with actions; the logic is also augmented with observation objects to facilitate knowledge engineers dealing with explicit observations in the environment, and it includes a notion of probability. A tableau method is provided for proving decidability of the proposed logic. It is our conjecture that the tableau rules are complete with respect to the semantics. The proof does not yet exist, however, we discuss the current approach of the proof and provide some examples to motivate our conjecture.
机译:我们提出了一个非标准的模态逻辑,用于指定代理域的代理域,其中代理的执行器和传感器是嘈杂的,导致行动和感知的不确定性。逻辑是多模态的,索引动作;逻辑也使用观察对象增强,以便于在环境中处理明确观察的知识工程师,并且它包括概率的概念。提供了制造方法,用于证明所提出的逻辑的可辨。我们的猜想是Tableau规则是关于语义的完整。然而,证据尚不存在,但是,我们讨论了证明的当前方法,并提供了一些例子来激励我们的猜想。

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