An agent does not have a model of its world - it is a model. In other words, the form, structure, and states of our embodied brains do not contain a model of the sensorium - they are that model. Every aspect of our brain and body can be predicted from our environment
Karl J. FristonThe conditional probability distribution induced by a given network and loss in supervised learning
02 August 2025
Any neural network and a loss function in a supervised learning settings induces a conditional probability density. Explicitly working with the induced conditional probability is beneficial.
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