/DAIF_CarRacing

Primary LanguagePythonMIT LicenseMIT

Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem

This is the github repository containing the code and the results published in: van Hoeffelen NTA., Lanillos P. Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem.

Preprint
Published

Use

This repository contains the impletation of an:

  • Active inference agent (daif_CarRacing.py) designed to run on Open AI's CarRacing-v0
  • Deep Q agent designed (dq_cnn_CarRacing.py) to run on Open AI's CarRacing-v0
  • Random agent designed (random_agent.py) to run on Open AI's CarRacing-v0

One can run an agent by running their respective python files.