/twm

Transformer-based World Models

Primary LanguagePythonMIT LicenseMIT

Transformer-based World Models (TWM)

WIP

Install packages from requirements.txt. Also make sure you have installed the Atari environments correctly.
For more information, see: https://github.com/openai/gym/releases/tag/v0.21.0

Execute the following command to run an experiment:

python -O twm/main.py --game Breakout --seed 0 --device cuda:0 --cpu_p 1.0 --wandb disabled 

Use --wandb online to log the metrics in weights and biases.
To use other hyperparameters, edit the file twm/config.py.