pyalcs

Implementation of Anticipatory Learning Classifiers


Keywords
acs, lcs, machine-learning, reinforcement-learning, openai, anticipatory-classifier-systems, genetic-algorithms, learning-classifier-systems, python, rule-learning
License
MIT
Install
pip install pyalcs==1.0

Documentation

Anticipatory Learning Classifier Systems in Python

Repository containing code implementation for various Anticipatory Learning Classifier Systems (ALCS).

Build Status Documentation Status

Documentation

Documentation is available here.

Citation

If you want to use the library in your project please cite the following:

@inbook{
    title = "Integrating Anticipatory Classifier Systems with OpenAI Gym",
    keywords = "Aniticipatory Learning Classifier Systems, OpenAI Gym",
    author = "Norbert Kozlowski, Olgierd Unold",
    year = "2018",
    doi = "10.1145/3205651.3208241",
    isbn = "978-1-4503-5764-7/18/07",
    booktitle = "Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '18)",
    publisher = "Association for Computing Machinery",
}

Prior to PR please execute to check if standards are holding:

make test