Pixel Art GWM

Pixel Art GWM is a compact action-conditioned world model for a 2D pixel-art platformer. It predicts how the game changes in response to actions such as moving, jumping, and using objects.

Highlights

4.4M parameters
Tokenizer and dynamics model included
Supports imagined multi-step rollouts
Runs locally with PyTorch
MIT licensed

Files

models/tokenizer.pt: released tokenizer
models/dynamics.pt: released dynamics model
models/dyn_v3_26k/: latest checkpoint release
models/dyn_v2_10k/: earlier checkpoint release

Usage

python play_local.py --tok models/tokenizer.pt --dyn models/dynamics.pt

The original code is available at GitHub.

Dataset

Small Worlds Pixel Platformer

License

MIT

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