The Effect of Prior Knowledge on Sense of Agency: Using Expectation-Maximization to Reproduce the Moving Rubber-Hand Illusion

When humans make inferences that go beyond limited, noisy, or ambiguous input data, background knowledge is necessary to make generalizations. Such inferences are important for designing intelligent artificial agents. Bayesian inference, a statistical method commonly used as a cognitive model of the brain, formalizes the integration of...