rlpy3 2.0.0

Description:

rlpy3 2.0.0

RLPy3


Why Fork?
This is my fork of RLPy.
RLPy is a great reinforcement learning library with some good features
like custom representations and value function viewers.
However, it is no longer maintained and the PyPI version of RLPy is not
compatible with the latest numpy C-API, which causes runtime errors.
So I decided to fork the repository and provide a maintained version of
RLPy only for Python>=3.6, named RLPy3.
You can download wheels of RLPy3 from PyPI.
In addition, I pushed lots of refactorings, bug fixes, new environments
such as FixedRewardGridWorld, and new algorithms such as PSRL.
I also removed some modules (like parallel-job utilities) to keep this library
maintainable by sufficiently low efforts.
To see what was changed, see the new CHANGELOG.


Install
The latest version is 2.0.0b1, which you can install by:
pip3 install rlpy3 -U --pre


Screenshots



An agent that explores GridWorld.





Value function of the agent.





Original README: RLPy - Reinforment Learning Framework
RLPy is a framework to conduct sequential decision making experiments. The
current focus of this project lies on value-function-based reinforcement
learning. The project is distributed under the 3-Clause BSD License.

Important Links

Official source code repository: http://github.com/rlpy/rlpy
Bitbucket mirror: http://bitbucket.org/rlpy/rlpy
Documentation: http://rlpy.readthedocs.org
Issue tracker: https://github.com/rlpy/rlpy/issues



Install
Installation instructions can be found at http://rlpy.readthedocs.org/en/latest/install.html