george614/active_inference

Playground for active inference in Python

Learning action-oriented models through active inference

This repository extend the paper Learning action-oriented models through active inference to work with more complex environments and dynamics. Animations and visualizations are added to showcase how an Active Infernece agent learn and behave in real-time.

The core code can be found in src/core, whereas scripts for running experiments can be found un src/scripts

src/data stores the data from the latest experiments/code.

src/data_downloaded contains the data (which has extra files than the code can generate directly) from the original repo.

src/data_original_code contains the data generated by the original code without modifications.

src/figs contains figures generated by latest experiments/code.

src/figs_from_download contains figures generated by the original code.