Get Started#

Welcome to RLinf. This guide takes you from install to your first training run, then points you to what comes next.

Requirements

The tested hardware and software configuration.

Requirements
Install

Install the embodied stack with Docker or a custom environment.

Installation
Quick Start

Train OpenVLA on ManiSkill3 with PPO.

Quick Start
Launch & Scale

Move from a single machine to multi-node or real-world runs.

Launch & Scale

What’s Next#

Examples

Browse end-to-end recipes in the example gallery.

Example Gallery
Evaluation

Measure success rates on benchmarks.

Evaluation
Concepts

Understand the execution model.

Concepts
Guides

Configure launches, logging, checkpoints, and clusters.

Guides
Why RLinf

The design, performance, and SOTA results behind RLinf.

Why RLinf

Command Reference#

Cheat Sheet

Jump to the most-used commands after you know the workflow.

Cheat Sheet