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Browsing University of Hertfordshire by Author "De Boom, Cedric"
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Causal blankets : Theory and algorithmic framework
Rosas, Fernando E.; Mediano, Pedro A.M.; Biehl, Martin; Chandaria, Shamil; Polani, Daniel (Springer Nature, 2020-12-18)We introduce a novel framework to identify perception-action loops (PALOs) directly from data based on the principles of computational mechanics. Our approach is based on the notion of causal blanket, which captures sensory ...