Active Inference in OpenAI Gym: A Paradigm for Computational Investigations Into Psychiatric Illness

We show that active inference, through epistemic and value-based goals, enables simulated subjects to actively develop detailed representations of gaming environments, and we demonstrate the use of a principled algorithmic and neurobiological framework for testing hypotheses in psychiatric illness.