Hierarchical Reinforcement Learning Python Packages

metacontroller-pytorch

Implementation of the MetaController proposed in "Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning" from the Paradigms of Intelligence team at Google

hcraft

An environement builder for hierarchical reasoning research

irll-crafting

An environement builder for hierarchical reasoning research

simpleoptions

A Python package that provides a simple framework for working with Options in Reinforcement Learning.

simpleenvs

A collection of useful environments for testing Reinforcement Learning algorithms. Designed (mostly) with discrete, graph-based methods in mind.