README

# First of all, extract dataset as follows
tar xf traj.tar.xz

• This repo is an implementation of VQ-VAE-based image tokenizer for a model-based reinforcement learning.
• In the MBRL like World Model, dynamic and behavior are estimated through the encoded observations.
• So, to implement the World Model-like MBRL, it is very important to encoding observations effectively.
• The dataset is collected from the Car Racing environment.

References

1. https://github.com/CompVis/taming-transformers
2. https://github.com/eloialonso/iris
3. https://github.com/nadavbh12/VQ-VAE