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Daniel Polani

1 paper in the library · 33 citations · publishing 2018

Papers

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Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop

Frontiers in Neurorobotics August 30, 2018 Martin Biehl, Christian Guckelsberger, Christoph Salge et al. 33 citations

Active inference is an ambitious theory that treats perception, inference, and action selection of autonomous agents under the heading of a single principle. It suggests biologically plausible explanations for many cognitive phenomena, including consciousness. In active inference, action selection is driven by an objective function that evaluates possible future actions with respect to current,...