Metadata-Version: 2.1
Name: rlutils
Version: 0.0.2
Summary: rlutils: A utility package for implementing reinforcement learning simulations.
Home-page: https://github.com/lucaslehnert/rlutils
Author: The rlutils authors
Author-email: lucas_lehnert@brown.edu
License: UNKNOWN
Description: ![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)
        ![pytest](https://github.com/lucaslehnert/rlutils/workflows/pytest/badge.svg)
        
        # rlutils: A utility package for implementing reinforcement learning simulations.
        
        rlutils is a python package containing utility functions to implement reinforcement learning simulations. 
        The goal of rlutils is to provide a useful base library to help implement reinforcement learning (RL) research projects.
        The `examples` directory contains jupyter notebooks demonstrating how to use rlutils.
        
        rlutils provides an API to implement RL agents, policies, and simulate them in a control task (also called environment or Markov Decision Process (MDP)). rlutils also provides implementations to some basic policies, value iteration, and Q-learning. Other utility functions are also included to collect trajectories, store them, and replay them.
        rlutils' goal is to provide a framework and utility functions for implementing RL algorithms.
        
        If you have any questions about rlutils, please send email to `lucas_lehnert@brown.edu`.
        
        ## Installation
        
        rlutils is tested on python 3.5, 3.6, 3.7, and 3.8.
        
        This package can be installed using pip:
        
        ```
        pip install rlutils
        ```
        
        Alternatively, the repository can also be cloned and the package can be installed without pulling from PyPI:
        
        ```
        git clone https://github.com/lucaslehnert/rlutils.git
        cd rlutils
        pip install .
        ```
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.5
Description-Content-Type: text/markdown
