martinagvilas / inferactively

A Python implementation of active inference for Markov Decision Processes

Active Inference for Markov Decision Processes

An Python-based implementation of active inference for Markov Decision Processes, based on functions from the SPM implementation

Status

This package is under active development and is currently not suited for use. If you would like to contribute, please refer to this file

Installation and Usage

In order to use this code, download the inferactively folder into your project folder. You can now use all classes and functions via import inferactively

To see some examples, refer to the examples folder

Requirements

This code is written in Python 3.x and uses the following packages:

• NumPy
• SciPy
• And for replicating figures, you will need:
  • matplotlib

Authors

• Alec Tschantz @alec-tschantz
• Conor Heins @conorheins
• Brennan Klein @jkbren