lspi package

Submodules

• lspi.basis_functions module
• lspi.domains module
• lspi.lspi module
• lspi.policy module
• lspi.sample module
• lspi.solvers module

Module contents

Least Squares Policy Iteration (LSPI) implementation.

Implements the algorithms described in 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

The implementation is based on the Matlab implementation provided by the authors. The implementation is available for download at http://www.cs.duke.edu/research/AI/LSPI/