Welcome to Tianshou!

Tianshou (天授) is a reinforcement learning platform based on pure PyTorch. Unlike existing reinforcement learning libraries, which are mainly based on TensorFlow, have many nested classes, unfriendly API, or slow-speed, Tianshou provides a fast-speed framework and pythonic API for building the deep reinforcement learning agent. The supported interface algorithms include:

Tianshou supports parallel workers for all algorithms as well. All of these algorithms are reformatted as replay-buffer based algorithms.

Installation

Tianshou is currently hosted on PyPI. You can simply install Tianshou with the following command:

pip3 install tianshou -U

You can also install with the newest version through GitHub:

pip3 install git+https://github.com/thu-ml/tianshou.git@master

After installation, open your python console and type

import tianshou as ts
print(ts.__version__)

If no error occurs, you have successfully installed Tianshou.

Community

Indices and tables