mario-gpt

[Neurips 2023] Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981

MIT License

Downloads
118
Stars
1.1K
Committers
5

Bot releases are hidden (Show)

mario-gpt - Patch continual sampling logic Latest Release

Published by shyamsn97 over 1 year ago

  • Added easier sampling logic with SampleOutput classes
  • Fixed dimensionality bugs when passing in batched seeds
mario-gpt - Refactored LM objects, Sampler objects, Simulator code

Published by shyamsn97 over 1 year ago

  • Refactored LLM objects to make them a bit more organized
  • added Sampler object w/ Sampling output dataclass that has some helpful functions:
    - automatically generates an image for you
    - automatically generates txt file of level
    - has play function that lets you play interactively
    - has run_astar function that lets you watch the astar agent
  • Simulator object that interacts with mario jars from https://github.com/shyamsn97/Mario-AI-Framework
mario-gpt - Added MarioBert and some hotfixes

Published by shyamsn97 over 1 year ago

  • Added MarioBert Model
  • Refactored code a bit
  • fixed errors when providing multiple prompts
mario-gpt - Initial Release

Published by shyamsn97 over 1 year ago

  • Basic Objects
  • Simple Sampling logic