piSTAR Lab

WARNING: Under active development - not ready for public use.

Overview

piSTAR Lab is a modular deep reinforcement learning platform built to make AI development accessible and fun.

Release: 0.0.1-dev (early release)

Documentation https://pistarlab.readthedocs.io

Features

• Web UI
• Plugin System for adding new agents, environments or tasks types
• Python API, anthing you can do in the UI, you can do in Python as well
• Run agents in single and multi player environments
• Experiment tracking
• Uses Ray Project (https://ray.io/) under the hood for distributed processing
• More to come

UI Screenshots

Quick Start

Detailed documentation is published at https://pistarlab.readthedocs.io

Notes

• Only tested on Ubuntu, but should also work on OS X. MS Windows users see Installation using Docker
• Suggest using Anaconda or Miniconda for Python installation (visit https://www.anaconda.com/products/individual for instructions)
• Requires pip and python 3.7 or 3.8

Installation

from pypi

pip install -U pistarlab[all]

from repo

git clone  --single-branch --depth=1 http://github.com/pistarlab/pistarlab/
pip install -e ."[all]"

Usage

To launch piSTAR Lab UI, run:

pistarlab_launcher

Open browser to: http://localhost:7777

Contributing

We are still in an early phase of this release but if you are interested in contributing to piSTAR Lab, please reach out.