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Formalizing Deceptive Reasoning in Breaking Bad: Default Reasoning in a Doxastic Logic

机译:在破坏坏的欺骗性推理:Doxastic Logic中的默认推理

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The rich expressivity provided by the cognitive event calculus (CEC) knowledge representation framework allows for reasoning over deeply nested beliefs, desires, intentions, and so on. I put CEC to the test by attempting to model the complex reasoning and deceptive planning used in an episode of the popular television show Breaking Bad. CEC is used to represent the knowledge used by reasoners coming up with plans like the ones devised by the fictional characters I describe. However, it becomes clear that a form of nonmonotonic reasoning is necessary - specifically so that an agent can reason about the nonmonotonic beliefs of another agent. I show how CEC can be augmented to have this ability, and then provide examples detailing how my proposed augmentation enables much of the reasoning used by agents such as the Breaking Bad characters. I close by discussing what sort of reasoning tool would be necessary to implement such nonmonotonic reasoning.
机译:认知事件微积分(CEC)知识表示框架提供的丰富的表达竞争率允许推理深度嵌套的信念,欲望,意图等。我通过试图建模了在流行电视剧中展出不良的情节中使用的复杂推理和欺骗计划来进行测试。 CEC用于代表推理员使用的知识,如我所描述的虚构人物所设计的计划。然而,明确的是,必要的非单调推理形式 - 特别是代理商可以推理另一种药剂的非单调信念。我展示了CEC如何增强以实现这种能力,然后提供详细说明我所提出的增强功能如何支持诸如破坏坏字符的代理使用的大部分推理。我通过讨论实施此类非单调推理是必要的推理工具来关闭。

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