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Belief change without compactness

机译:信仰变化没有紧凑

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摘要

One of the main goals of Artificial Intelligence (AI) is to build rational agents that are capable of taking rational decisions autonomously. For this, it is essential to devise mechanisms to properly represent knowledge, and reason about the knowledge that an agent has about the world. However, an agent’s knowledge is not static?—?it gets updated as the agent acquires new information. One of the big challenges involving knowledge representation is how an agent ought to change its own knowledge and beliefs in response to any new information it acquires. This, in short, is the problem of belief change.
机译:人工智能(AI)的主要目标之一是建立能够自主决策的理性代理人。为此,必须制定适当代表知识的机制,以及理性的知识,即代理人对世界的知识。但是,代理商的知识不是静态的? - ?它会更新,因为代理获取新信息。涉及知识代表的大挑战之一是代理人如何应对其获取的任何新信息来改变自己的知识和信念。简而言之,这是信仰变革的问题。

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