Agent Belief with Credibility and Its Revision Mechanism
- 期刊名字:北京理工大學(xué)學(xué)報
- 文件大小:
- 論文作者:劉瓊昕,劉玉樹,鄭建軍,朱娟
- 作者單位:School of Information Science and Technology
- 更新時間:2023-02-26
- 下載次數(shù):次
An approach to characterize the credibility of beliefs of an agent is proposed in this paper, which can define the uncertainty of beliefs, calculation rules and inference rules about credibility and a method for belief revision based on abductive reasoning is also given. When an agent receives some new information, if the new information is consistent with the current belief set, then incorporate this new information with an appropriate credibility, otherwise the choice will be different depending on the characters of agents, and the deliberated agents will choose the belief with a better explanation under the current belief set. Removing one belief may cause the removal of those beliefs that, together with others, logically entail the formula to be removed. A method based on abduction is proposed to solve these problems.
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