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Reconstructing an Agent's Epistemic State from Observations about its Beliefs and Non-beliefs

机译:从观察者的信仰和非信仰的观察重建其认知状态

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摘要

We look at the problem in belief revision of trying to make inferences about what an agent believed-or will believe-at a given moment, based on an observation of how the agent has responded to some sequence of previous belief revision inputs over time. We adopt a 'reverse engineering' approach to this problem. Assuming a framework for iterated belief revision which is based on sequences, we construct a model of the agent that 'best explains' the observation. Further considerations on this best-explaining model then allow inferences about the agent's epistemic behaviour to be made. We also provide an algorithm which computes this best explanation.
机译:我们观察信念修正中的问题,即基于对代理随着时间的推移如何响应某些先前信念修正输入序列的观察,尝试在给定的时刻对代理在什么时候会相信或将会相信什么做出推断。我们针对此问题采用“逆向工程”方法。假设基于序列的迭代信念修订框架,我们构建了“最佳解释”观察结果的主体模型。然后,对该最佳解释模型进行进一步考虑,就可以推断出代理的认知行为。我们还提供了可以计算出最佳解释的算法。

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