pcgml

There are 4 repositories under pcgml topic.

• Mawiszus / TOAD-GAN

  Official repository for "TOAD-GAN: Coherent Style Level Generation from a Single Example" by Maren Awiszus, Frederik Schubert and Bodo Rosenhahn.

  marioaideep-learningsuper-mario-brospcgpcgmlgansingan
  Language:Python 105

• bernhardrieder / PCGML-Game-Mechanics

  Master thesis: "Using Procedural Content Generation via Machine Learning as a Game Mechanic" with a prototype in Unreal Engine 4.22.

  master-thesismachine-learningprocedural-content-generationgame-mechanicsgame-developmentunreal-engine-4pythoncpluspluspcgml
  Language:Jupyter Notebook 54

• DanieleLoiacono / DoomGAN

  DOOM level generation using Generative Adversarial Networks

  doomgamegangenerative-adversarial-networkdeep-learninglevel-designpcgpcgml
  49
• TOAD-GUI

  Mawiszus / TOAD-GUI

  GUI for TOAD-GAN, a PCG-ML algorithm for Token-based Super Mario Bros. Levels.

  super-mario-brosmarioaipcgpcgmlgansingandeep-learningneural-networklevel-generatortoad-gui
  Language:Python 18

• edoardogiacomello / DoomGAN

  Main Repository for my MSc thesis about Procedural content generation via machine learning applied to videogames levels (Doom I/II)

  adversarial-networksleveldesignmachine-learningpcgmlvideogamedesign
  Language:TeX 10

• zhihanyang2022 / super_mario_as_a_string

  Replication of Super Mario as a String: Platformer Level Generation Via LSTMs. Written in Python using Keras.

  lstmkeraspcgmlplatformer
  Language:Jupyter Notebook 8

• NegarMirgati / awesome-pcgml

  100 must read pcgml papers 👾🎮

  gamesmlpcgml
  3

• zhihanyang2022 / mario-playability-test

  Run a simple agent through user-defined super-mario chunks and determine the playability proportion.

  pcgmlagentaiplayabilitypythonsupermariobrossupermariocustomizable
  Language:Python 2