Atari / ALE

128 classic Atari 2600 games via the Arcade Learning Environment.

Install:

pip install -e ".[atari]"

Paradigm:

Single-agent

Stepping:

SINGLE_AGENT

Note:

Requires ROM license acceptance (autorom --accept-license)

Environment	Description
ALE/Breakout-v5	Break bricks with a bouncing ball
ALE/Pong-v5	Classic 2-player table tennis
ALE/SpaceInvaders-v5	Defend Earth from descending aliens
ALE/MontezumaRevenge-v5	Exploration-heavy platformer (sparse reward)
ALE/MsPacman-v5	Navigate mazes and eat pellets
… and 123 more	Full 128-game ALE library supported

Citation

@article{bellemare2013ale,
  author       = {Marc G. Bellemare and Yavar Naddaf and Joel Veness and Michael Bowling},
  title        = {The Arcade Learning Environment: An Evaluation Platform for General Agents},
  journal      = {Journal of Artificial Intelligence Research},
  volume       = {47},
  pages        = {253--279},
  year         = {2013},
}