Bayesian Update of Recursive Agent Models

@article{Gmytrasiewicz1998BayesianUO,
  title={Bayesian Update of Recursive Agent Models},
  author={Piotr J. Gmytrasiewicz and Sanguk Noh and Tad Kellogg},
  journal={User Modeling and User-Adapted Interaction},
  year={1998},
  volume={8},
  pages={49-69}
}
We present a framework for Bayesian updating of beliefs about models of agent(s) based on their observed behavior. We work within the formalism of the Recursive Modeling Method (RMM) that maintains and processes models an agent may use to interact with other agent(s), the models the agent may think the other agent has of the original agent, the models the other agent may think the agent has, and so on. The beliefs about which model is the correct one are incrementally updated based on the… CONTINUE READING
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