Game Datasets

The "Awesome Game Datasets" project is a curated resource list focused on providing datasets specifically designed for artificial intelligence applications in gaming. This collection includes a variety of game-related datasets, such as player behavior data, game environment data, and performance metrics, as well as links to research papers and tools that utilize these datasets. It is valuable for researchers, game developers, and AI enthusiasts looking to enhance their understanding of game dynamics and improve AI models. Whether you're developing smarter NPCs or analyzing player interactions, this list offers essential resources to support your projects and research in the gaming AI domain.

game-aidatasetsmachine-learningplayer-behaviorgame-developmentresearch

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1.0k stars76 forks0 contributorsUpdated

API

0 projects

Artificial Intelligence

5 projects

CyberBattleSim

An experimentation platform for training and researching automated agents in abstract simulated enterprise network environments using reinforcement learning.

#openai-gym#lateral-movement#cybersecurity-research

Stars1,767

Forks280

Last commit2 days ago

Dungeon Crawl: Stone Soup

A roguelike dungeon crawler featuring tactical combat, diverse character skills, deity worship, and procedurally generated levels.

#dungeon-crawler#procedural-generation#fantasy-game

An AI experimentation platform built on Minecraft for training and researching intelligent agents in complex 3D environments.

#multi-agent-systems#simulation-platform#experimentation-toolkit

Stars4,254

Forks609

Last commit7 months ago

Retro Contest

A toolkit for turning classic video games into Gym environments for reinforcement learning research.

#python-library#openai#emulation

Stars3,583

Forks532

Last commit2 years ago

Visual Doom AI Competition

A platform for developing AI bots that play Doom using visual information, designed for reinforcement learning research.

#game-ai#doom#gymnasium

Stars2,015

Forks441

Last commit1 month ago

Mobile

3 projects

Habitica

Native Android app for Habitica, a gamified habit-building and productivity platform.

#wear-os#wearable#hacktoberfest

Stars1,770

Forks581

Last commit2 days ago

Pixel Dungeon

A traditional roguelike game featuring pixel-art graphics and a streamlined interface for mobile and desktop.

#dungeon-crawler#procedural-generation#pixel-art

Stars3,874

Forks1,270

Last commit6 years ago

Shattered Pixel Dungeon

An open-source traditional roguelike dungeon crawler with randomized levels, enemies, and hundreds of items.

#dungeon-crawler#procedural-generation#ios

Stars6,034

Forks1,441

Last commit1 month ago

Web

0 projects

Dataset

1 projects

The Quick, Draw! Dataset

A public dataset of 50 million vector drawings across 345 categories, captured from the Quick, Draw! game.

#creative-ai#sketch-recognition#vector-drawings

Stars6,707

Forks1,053

Last commit1 year ago

Market Research

0 projects

Miscellaneous

4 projects

Awesome Gamedev

A curated collection of free software and free culture resources for game development, including engines, assets, tools, and learning materials.

#creative-commons#programming-libraries#open-source

Stars2,963

Forks182

Last commit1 month ago

Games of Coding

A curated list of games that teach programming languages through interactive gameplay.

#programming-language#developer-education#game-based-learning

Stars2,092

Forks101

Last commit1 month ago

Awesome Games

A curated, archived list of open-source games, engines, and game-related projects hosted on GitHub across all genres and platforms.

#game-jam#html5-games#gamedev

Stars24,683

Forks3,498

Last commit7 months ago

gym

A Python toolkit for developing and comparing reinforcement learning algorithms through a standard API and environment set.

#python-library#research-toolkit#benchmark-environments

Stars37,173

Forks8,705

Last commit28 days ago

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