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Welcome to Highrl's documentation!

Highrl is a library for training robots using RL under the scheme of multi-level RL. The library has numerous features from generating random environment, training agents to generate curriculum learning schemes, or train robots in pre-defined environments.

Github repository: https://github.com/ahmedheakl/multi-level-rl-for-robotics

Check out the guide/install section for further information, including how to install the project.

Main Features

  • Unified state-of-the art environment
  • PEP8 compliant (unified code style)
  • Documented functions and classes
  • Tests, high code coverage and type hints
  • Clean code
  • Wrapped environment style

Note

This project is under active development.

guide/install guide/quickstart guide/configurations

envs/env envs/teacherenvdocs envs/robotenv envs/evalenv

utils/convexhull

Indices and tables

  • genindex
  • modindex
  • search