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A Worked Example of Fokker-Planck Based Active Inference

This repo contains the code necessary to reproduce the figures and results from Koudahl & de Vries, 'A Worked Example of Fokker-Planck Based Active Inference', as published at IWAI 2020. The code is written in large parts to be consistent with the notation in the paper and to function as a didactic tool for understanding the NESS interpretation of the Free Energy Principle. As such it is not an optimised implementation.

If you find this repo useful, please cite the paper :)

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Code to run potential based agents and generate figures for the submission to the 2020 Workshop on Active Inference

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