什么时候内省公理对多智能体认知推理很重要?

Yifeng Ding, W. Holliday, Cedegao Zhang
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摘要

早期哲学中关于认识论逻辑的文献集中于对单个主体的知识或信念的推理,特别是关于“自省公理”如4公理和5公理的争论。相比之下,后来关于计算机科学和博弈论中认知逻辑的文献集中在多智能体认知推理上,单智能体4和5公理在很大程度上被认为是理所当然的。在相关的多智能体场景中,通常重要的是推理agent A相信什么agent B相信什么agent A相信什么;但从A的信仰中推断出A的信仰并不重要。这就提出了一个问题,即单智能体自省公理在多大程度上对多智能体认知推理有影响。在本文中,我们形式化并回答了这个问题。形式化的问题,我们首先定义一组公式,我们称之为多智能主体agent-alternating公式,包括公式Box_a Box_b Box_a p但是不公式Box_a Box_a p。然后,我们证明,对信仰的情况下,如果一个多智能体K或KD开始,然后添加4和5的公理(或添加B公理)不允许任何新的agent-alternating公式的推导过程,从这个意义上讲,自省公理无关紧要。相比之下,我们表明这种保守性结果对于知识和多智能体KT来说是失败的,尽管它们适用于较小类别的智能体非重复公式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
When Do Introspection Axioms Matter for Multi-Agent Epistemic Reasoning?
The early literature on epistemic logic in philosophy focused on reasoning about the knowledge or belief of a single agent, especially on controversies about "introspection axioms" such as the 4 and 5 axioms. By contrast, the later literature on epistemic logic in computer science and game theory has focused on multi-agent epistemic reasoning, with the single-agent 4 and 5 axioms largely taken for granted. In the relevant multi-agent scenarios, it is often important to reason about what agent A believes about what agent B believes about what agent A believes; but it is rarely important to reason just about what agent A believes about what agent A believes. This raises the question of the extent to which single-agent introspection axioms actually matter for multi-agent epistemic reasoning. In this paper, we formalize and answer this question. To formalize the question, we first define a set of multi-agent formulas that we call agent-alternating formulas, including formulas like Box_a Box_b Box_a p but not formulas like Box_a Box_a p. We then prove, for the case of belief, that if one starts with multi-agent K or KD, then adding both the 4 and 5 axioms (or adding the B axiom) does not allow the derivation of any new agent-alternating formulas -- in this sense, introspection axioms do not matter. By contrast, we show that such conservativity results fail for knowledge and multi-agent KT, though they hold with respect to a smaller class of agent-nonrepeating formulas.
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