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README.md

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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