POMDP相关:Dr. Wu给的几篇论文的一点总结。
Estimating the use of higher-order theory of mind using computational agents
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a pedestrian who wants to cross a street behaves differently depending on whether or not he believes that the driver of an oncoming car has seem him or not.
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use a combination of computational agents and Bayesian model selection to determine to what extent people make use of higher-order theory of mind reasoning in a particular competitive game known as matching pennies.
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experiment results indicate that human reasoners do not primarily use their theory of mind abilities to compete with others.
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the human ability to make use of higher-order theory of mind is especially apparent in story comprehension tasks.
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experiment evidence shows that people have more difficulty applying their theoy of mind and are slow to adjust their level of theory of mind reasoning to more sophisticated opponents.
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group-level random-effects Bayesian model comparison (RFX-BMS)