ai_platform

목차

Simple
Roguelike
FPS
RTS
Simulation
축구
비디오 게임
Board game
Card
Text Adventure
무인 자동차
Continuose Conrol
Robot soccer
Unity3D
Robot
ETC

Neural MMO: https://jsuarez5341.github.io/neural-mmo/build/html/index.html

Simple

MinAtar
- https://github.com/kenjyoung/MinAtar
minipacman
- https://github.com/higgsfield/Imagination-Augmented-Agents
Game Boy
- http://olab.is.s.u-tokyo.ac.jp/~kamil.rocki/nintendo/
- https://github.com/Baekalfen/PyBoy
MiniGrid
- https://github.com/maximecb/gym-minigrid

Roguelike

DeepCrawl (https://github.com/SestoAle/DeepCrawl)
- 로그라이크, RL
NetHack
- https://github.com/facebookresearch/nle/
gym_nethack
- https://github.com/campbelljc/gym_nethack
rogue-gym
- https://github.com/kngwyu/rogue-gym
Rogueinabox
- https://github.com/rogueinabox/rogueinabox

FPS

RTS

BWAPI
StarCraft 2
- https://github.com/deepmind/pysc2
- http://starcraftgym.com/
OpenBW
- http://www.openbw.com/
facebook/ELF (mini RTS 포함)
- https://github.com/facebookresearch/ELF
SAIDA
- https://teamsaida.github.io/SAIDA_RL/
- https://github.com/TeamSAIDA/SAIDA_RL
https://github.com/Wargus/Stratagus

Simulation

gym-city, Simcity

축구

비디오 게임

에뮬레이터 기반

Atari 2600 (OpenAI gym에 포함)
- https://gym.openai.com/
Atari 2600, NEC, Nintendo, Sega
- https://github.com/openai/retro
MAME
- https://github.com/M-J-Murray/MAMEToolkit
N64
- https://github.com/bzier/gym-mupen64plus
Gameboy
- https://github.com/krocki/gb

팩맨

http://ai.berkeley.edu/project_overview.html

Multi Agents

https://www.pommerman.com/

Board game

Board Game
- Blood Bowl
Free civ
- https://github.com/yashbonde/freeciv-python

Card

https://github.com/acatai/Strategy-Card-Game-AI-Competition

Text Adventure

Text Adventure
- https://github.com/microsoft/textworld
- http://atkrye.github.io/IEEE-CIG-Text-Adventurer-Competition/

무인 자동차

Euro Truck Simulator 2
- https://github.com/marshq/europilot
무인자동차
Drone
- https://github.com/microsoft/AirSim-NeurIPS2019-Drone-Racing

Continuose Conrol

Continuouse control
- https://github.com/deepmind/dm_control
  - #강화학습, #물리엔진, #MuJoCo

Robot soccer

https://github.com/deepmind/dm_control/tree/master/dm_control/locomotion/soccer?&

Unity3D

obstacle tower
- https://github.com/Unity-Technologies/obstacle-tower-env

Robot

ETC

Serpent AI (OpenAI Universe와 유사)
- https://github.com/SerpentAI/SerpentAI

일반화 성능?
- https://github.com/openai/coinrun