Metadata-Version: 2.0
Name: lspi-python
Version: 1.0.1
Summary: LSPI algorithm in Python
Home-page: https://github.com/rhololkeolke/lspi-python
Author: Devin Schwab
Author-email: digidevin@gmail.com
License: BSD-3-Clause
Keywords: machinelearning ai
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python :: 2.7
Requires-Dist: numpy
Requires-Dist: scipy
Provides-Extra: test
Requires-Dist: nosetests; extra == 'test'
Requires-Dist: coverage; extra == 'test'

LSPI Python
===========

This is a Python implementation of the Least Squares Policy Iteration (LSPI) reinforcement learning algorithm.
For more information on the algorithm please refer to the paper

| “Least-Squares Policy Iteration.”
| Lagoudakis, Michail G., and Ronald Parr.
| Journal of Machine Learning Research 4, 2003.
| `<https://www.cs.duke.edu/research/AI/LSPI/jmlr03.pdf>`_

You can also visit their website where more information and a Matlab version is provided.

`<http://www.cs.duke.edu/research/AI/LSPI/>`_

