A python module desgined for RL logging, monitoring and experiments managing.
Project description
UtilsRL
UtilsRL
is a reinforcement learning utility python package, which is designed for fast integration into other RL projects. Despite its lightweightness, it still provides a full set of functions needed for RL algorithms development.
Currently UtilsRL
is maintained by researchers from LAMDA-RL group. Any bug report / feature request / improvement is appreciated.
Installation
You can install this package directly from pypi:
pip install UtilsRL
After installation, you may still need to configure some other dependencies based on your platform, such as PyTorch.
Features & Usage
See the documentation for details.
Acknowledgements
We took inspiration for module design from tianshou and Polixir OfflineRL.
We also thank @YuRuiii, @cmj2020, @paperplane03 and @momanto for their participation in code testing and performance benchmarking.
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