selfregulationlearning_POMDP_actinf

This repository contains the code and results of the design of an agent self-regulation learner using active inference.

Don't hesitate to get in touch with us at this e-mail address if you have any questions: gabriela.vargas.ag@gmail.com. Gabriela Vargas.

The code contains the implementations of an:

1. Active inference agent designed for partially observable MDPs
2. Deep agent designed for partially observable MDPs

Files:

• Models

1. Case 1.
2. Case 2.
3. Case 3.

• Replicate results

• Outputs from model 1
• Outputs from model 2
• Outputs from model 3
• Performance comparison

• Generate figures

• Matlab functions to obtain the visualizations *