Table of Contents
Shortcuts

RL Algorithms Cheat Sheet

In this page you can find the algorithms that are currently implemented in DI-engine. All pages relative to our algorithms are grouped by category and follow the structure below:

  • Overview

  • Quick facts

  • Key Equations or Key Graphs

  • Pseudo-code

  • Extensions (algorithm improvements and variants)

  • Implementations

  • Benchmark

  • References

Q-learning

Actor-Critic

Exploration

Imitation Learning

Offline RL

Memory Based

Multi-Agent

Model-Based RL

Generalization

Read the Docs v: latest
Versions
latest
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by Read the Docs.