RAD-TEAM

Notice

This repository is undergoing a major refactor. For thesis code, see the Masters thesis branch.

Prerequisites

• [Optional] Environment manager:
  • [Recommended] Micromamba

Setup

1. Initialize environment

   1. [Option 1] with environment manager

      micromamba create --file environment.yml && micromamba activate rad-team

   2. [Option 2] with pip

      pip install -e .

Training

Dont forget to activate any python environments micromamba activate rad-team

Testing

Run all tests with make test

Clean

Refresh with make clean

Docs

Generate docs with make docs. These will generate in the docs/build/html folder.

Development

See DEVELOPMENT.md

Background

I recommend the following resources

• Reinforcement Learning by Sutton and Barto
• Google scholar, search for the latest survey papers

Structure

Utils

This directory contains useful tools including

• normalizers
• standardizers