Procgen

16 procedurally generated environments for testing generalisation.

Install:

pip install -e ".[procgen]"

Paradigm:

Single-agent

Stepping:

SINGLE_AGENT

Note:

Python 3.10 uses procgen; Python 3.11+ uses procgen-mirror

Environment	Environment
BigFish	BossFight
CaveFlyer	Chaser
Climber	CoinRun
DodgeBall	FruitBot
Heist	Jumper
Leaper	Maze
Miner	Ninja
Plunder	StarPilot

Citation

@inproceedings{cobbe2020procgen,
  author       = {Karl Cobbe and Christopher Hesse and Jacob Hilton and John Schulman},
  title        = {Leveraging Procedural Generation to Benchmark Reinforcement Learning},
  booktitle    = {Proceedings of the International Conference on Machine Learning (ICML)},
  year         = {2020},
}