Procgen on Ubuntu 24.04 LTS is an open-source library providing procedurally generated environments for reinforcement learning (RL). Developed by OpenAI, it helps train agents on diverse, randomized levels to promote robust generalization rather than overfitting to fixed scenarios.

Features of Procgen:

• Procedurally generated environments: Each level is generated on the fly, creating unique challenges for RL agents.
• Diverse environments: Includes games like CoinRun, BigFish, and Dodgeball for varied testing scenarios.
• CPU and optional GPU support: Can run on standard CPUs; works with GPUs when integrated with compatible RL frameworks.
• Compatibility with Gym/Gymnasium: Integrates with Gym for environment handling, or Gymnasium for modern Python/NumPy support.
• Runs on Ubuntu 24.04 LTS using Python virtual environments for safe and isolated package management.

To install and check version: $ sudo su
$ sudo apt update
$ source procgen_env/bin/activate
$ python3 -c "import procgen; print(procgen.__version__)"

Disclaimer: Procgen is an independent open-source project by OpenAI and is not affiliated with, endorsed by, or sponsored by Ubuntu or Canonical.