CPNS Lab concept demo

Active Inference World Model Lab

A visual playground for belief, uncertainty and action.

World view

The visible environment. The true mug location is hidden unless you reveal it.

The hidden state made visible: posterior beliefs about mug location.

Uncertainty 0.00

Most likely Kitchen

Searches made 0

Lower expected free energy means the policy is currently preferred.

Change the agent and watch behaviour shift.

Semantic prior strength 1.00 Sensory precision 0.86 Epistemic weight 1.20 Goal preference 2.20 Action cost 0.35 Decision noise 0.00

An account of belief, uncertainty and action.

Advanced mode