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Found 6 papers, 4 papers with code
The inner screen model of consciousness: applying the free energy principle directly to the study of conscious experience
This paper presents a model of consciousness that follows directly from the free-energy principle (FEP).
Designing Ecosystems of Intelligence from First Principles
In this context, we understand intelligence as the capacity to accumulate evidence for a generative model of one's sensed world -- also known as self-evidencing.
pymdp: A Python library for active inference in discrete state spaces
Active inference is an account of cognition and behavior in complex systems which brings together action, perception, and learning under the theoretical mantle of Bayesian inference.
Network comparison and the within-ensemble graph distance
Quantifying the differences between networks is a challenging and ever-present problem in network science.
Physics and Society Social and Information Networks
Uncertainty and causal emergence in complex networks
The connectivity of a network conveys information about the dependencies between nodes.
Physics and Society Social and Information Networks
Optimal design of experiments to identify latent behavioral types
We apply our procedure to a game of imperfect information to evaluate and quantify the computational improvements.
