Game AI Research Platform

Strategy Games

• StarCraft I
  • Brood War API [Github]
• StarCraft II
  • StarCraft II Learning Environment [Github] [Paper]
• DeepRTS [Github]
• microRTS-Py [Github]
• Stratega [Github]

Physics-based Games

• Angry Birds
  • Angry Birds Playing Software [Link]
  • Science Birds [Github]

Card/Board Games

• Hearthstone
  • RosettaStone [Github]
  • HearthSim [Link]
• Tabletop games [Github]

Sandbox Games

• MineCraft
  • MineRL [Link]
  • Generative Design in MineCraft [Link]

Classic Video Games

• Retro Games
  • Gym Retro [Github] [Blog]
  • Atari Learning Environment [Github]
• Super Mario
  • Mario AI Framework [Github]
  • Infinite Mario Bros [Link]
• Fighting Game [Link]
• ProcGen [Link] [Github]
• Pommerman (similar to Bomberman) [Link]
• Griddly: A grid-world game engine for game AI research [Github]
• General Video Game AI [Github]

Collaborative Games

• Overcooked!
  • Overcooked-AI [Github] [Blog]
• Hanabi
  • Hanabi Learning Environment [Github]

MOBA

• DoTa 2 [Github]
• Tencent Honor of Kings [Github]

RPG/MMORPG

• Pockemon [Competition]
• NeuroMMO [Github]

Text-based Games

• Microsoft TextWorld [Link]

Rogue-Like Games

• Nethack Learning Environment [Github]

Puzzle Games

• Baba is You
  • Baba is auto [Github] [Competitoin]
• 2048

Sports Games

• Football
  • Google Football Research [Github] [Blog]
• Rocket League [Link]

First-Person Shooting

• VizDoom [Github]
• Wilderness Scavenger: 3D Open-World FPS Game AI Challenge [Github] [Competition]

Game Engine

• Unity ML Agents [Github] [Link]
• Unity Sample Projects
  • FPS [Github]
• Unity Obstacle Tower Challenge [Github]
• Unreal Example Game Projects
  • Platformer, Shooter, Strategy Game, Match 3, Action RPG [Link]

Game Data

• Blade & Soul, Lineage (NCSOFT) [Link]
• Kaggle
  • Dota 2 Matches [Link]
  • League of Legends Ranked Matches [Link]
• Video Game Level Corpus [Github]
• OpenDota API [Link]
• LoL Match Data from Oracle's Elixir [Link]
• Affective Game Annotation Dataset (AGAIN) [Link]