Welcome to qrl-qai’s documentation!
qrl-qai is a python framework built on top of Gymnasium, PennyLane, and PyTorch to serve as a central platform for everything quantum reinforcement learning.
The current release (0.3.0) offers 5 native quantum RL style environments:
BlochSphereV0
CompilerV0
ErrorChannelV0
ExpressibilityV0
ProbabilityV0
Check out the Installation and Quickstart guides to get started.
Additionally, each significant release has an asssociated Google Colab and Lightning AI Studio for a hassle free experience. These are especially useful for users who want to quickly test out the environments without going through the installation process.
Lightnining AI Studio contains a Streamlit playground for no-code experimentation with the environments!
Version |
Google Colab |
Lightning AI Studio |
|---|---|---|
0.1.0 |
- |
- |
0.2.0 |
|
|
0.3.0 |
- |
- |
BASICS
ENVIRONMENTS
AGENTS