ViZDoom

Doom-based first-person visual RL environments.

Install:

pip install -e ".[vizdoom]"

Paradigm:

Single-agent

Stepping:

SINGLE_AGENT

Environment	Description
Basic	Shoot a single monster in a room
Deadly Corridor	Navigate a corridor full of enemies
Defend the Center / Line	Survive waves of approaching enemies
Health Gathering (+ Supreme)	Collect health packs on toxic floor
My Way Home	Navigate a maze to find a vest
Predict Position	Shoot a moving target
Take Cover	Dodge fireballs behind pillars
Deathmatch	Full deathmatch scenario

Citation

@inproceedings{wydmuch2019vizdoom,
  author       = {Marek Wydmuch and Micha{\l} Kempka and Wojciech Ja{\'s}kowski},
  title        = {ViZDoom Competitions: Playing Doom from Pixels},
  booktitle    = {IEEE Transactions on Games},
  volume       = {11},
  number       = {3},
  pages        = {248--259},
  year         = {2019},
}