Object-centric world models that learn to play games in minutes by expanding their structure online.

Closed-form coordinate-ascent variational inference for conditional mixture networks — fast, exact updates, no gradients.

The first active inference model of collective motion — surprise-minimizing agents reproduce real-world flocking patterns.

A Python library for active inference in discrete state-spaces. 680+ GitHub stars.