no code implementations • 2 Apr 2021 • Rafael Kaufmann, Pranav Gupta, Jacob Taylor
In this paper we use the Active Inference Formulation (AIF), a framework for explaining the behavior of any non-equilibrium steady state system at any scale, to posit a minimal agent-based model that simulates the relationship between local individual-level interaction and collective intelligence (operationalized as system-level performance).
no code implementations • NeurIPS 2013 • Andreas Stuhlmüller, Jacob Taylor, Noah Goodman
We describe a class of algorithms for amortized inference in Bayesian networks.