Represent and Infer Goals in Markov Games

13 Nov 2023 (modified: 26 Jan 2024)PKU 2023 Fall CoRe SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Goal representation, Goal inference, Markov game
Abstract: Goals play a key factor in the agent's decision-making, and goals can be regarded as a good representation of an agent's behavior over a period of time. This essay introduces an approach to incorporate goals into the framework of Markov games. Additionally, it provides a methodology for executing goal inference within and across episodes within this representational context.
Submission Number: 142
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