Research on the Computational Framework of Goal Representation in the Context of Cognitive Artificial Intelligence

13 Nov 2023 (modified: 26 Jan 2024)PKU 2023 Fall CoRe SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Intentionality
Abstract: After reading the relevant literature listed in the course, I have gained insights into various methods of goal representation in the field of artificial intelligence. From the "intentional stance" framework to "teleological reasoning" and "inverse plan- ning," these are proven effective methods. This essay will analyze the relationship between the former and the latter. Recognizing the significance of the latter two as mainstream computational frameworks, I will further analyze their respective advantages and disadvantages, as well as their practical effects and trade-offs. These studies and analyses will contribute to a more comprehensive understanding of the problem of goal representation in the field of artificial intelligence.
Submission Number: 137
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