Autonomous Vehicle Solutions

Advancing Robotaxi-Ready Autonomous Vehicles

Explore reasoning-first AI, built-in safety, and production compute solutions for level 4 self driving autonomy.

Overview

The Platform for Safe, AI-Defined Mobility

Autonomous vehicles are no longer experimental. Production programs are on the road, robotaxi fleets are scaling globally, and the demand for proven, safe autonomy has never been greater.

The NVIDIA end-to-end autonomous vehicle platform is helping make it happen today. It's built on a three-computer solution for dataset preparation and model training (NVIDIA DGX™), simulation and validation (NVIDIA OVX™), and in-vehicle computing (NVIDIA DRIVE AGX™), and at its core, NVIDIA Alpamayo, the industry's first reasoning model for autonomous driving.

NVIDIA DRIVE Hyperion™ brings it all together in a production-ready development platform and hardware reference architecture already chosen by the world's leading automakers and robotaxi fleets, with NVIDIA Halos enforcing safety at every stage.

The World Is Building Robotaxis on NVIDIA DRIVE Hyperion

Global automakers, software partners, and mobility leaders are bringing level 4-ready fleets to market on DRIVE Hyperion—NVIDIA's robotaxi-ready platform.

Read the Press Release

NVIDIA Unveils Alpamayo Super and Expands Open AV Ecosystem

Alpamayo 2 Super is a 32 billion-parameter reasoning VLA model, built for Level 4 robotaxi-ready autonomous vehicles.

Read the Press Release

Solutions

Explore the Full Autonomous Vehicles (AV) Platform Stack

From AI training infrastructure to in-vehicle compute, NVIDIA delivers every layer of the autonomous vehicle stack—purpose-built for safety, scalability, and speed to deployment.

In-Vehicle Computing

NVIDIA DRIVE Hyperion™ enables automakers, mobility providers, and AV startups to validate and deploy next-generation driver-assist and autonomous driving capabilities.

Learn About In-Vehicle Computing

AV Data Factory

Explore a comprehensive AI-powered infrastructure that spans hardware and software to develop, train, and validate autonomous driving systems at scale. It’s anchored by NVIDIA DGX for efficient dataset preparation.

Learn About AV Data Factory

AV Simulation and Validation

NVIDIA Omniverse NuRec and NVIDIA Cosmos simulate high-fidelity sensor data, generate synthetic training data, and validate AI models across countless scenarios, safely and at scale.

Learn About Simulation and Validation

Open VLA Reasoning Models

NVIDIA Alpamayo helps automakers, mobility providers, and AV developers build safer, reasoning-based autonomous vehicles. It is a family of AI models, simulation frameworks, and physical AI datasets designed for Level 4 autonomy and safety validation.

Learn About Alpamayo

Autonomous Driving Software Applications

NVIDIA DRIVE™ AV delivers a complete autonomous driving software stack, from Level 2++ to Level 4. It integrates safety-certified perception, planning, and Alpamayo reasoning VLA model for complex real-world scenarios.

Learn About DRIVE AV

Certified Vehicle Safety System

Built on 15,000+ engineering years of safety investment, NVIDIA Halos unifies vehicle architecture, chips, software, and AI models. Design-time, run-time, and verification guardrails are embedded across the entire AV development lifecycle.

Learn About Halos

Automotive Partners

Expanding the Autonomous Vehicle and Robotaxi Ecosystem

Paving the path towards a safer, more intelligent ecosytem.

FAQs

Autonomous Vehicles, also known as self-driving cars, are vehicles that can navigate and operate safely with little to no human intervention. They are equipped with autonomous driving systems that use a combination of sensors, compute, and software to perceive the environment and execute driving tasks.

Robotaxis are autonomous vehicles that provide on-demand passenger transportation without a human driver — operating at SAE Level 4 (L4) autonomy, meaning the vehicle can handle all driving tasks within defined conditions and geographic areas entirely on its own.

NVIDIA DRIVE Hyperion™ is a complete, production-ready autonomous driving development platform and reference architecture, combining a standardized sensor suite, high-performance NVIDIA DRIVE™ compute, and a robust software stack. This helps automakers, mobility providers, and AV startups develop, validate, and deploy next-generation driver-assist and autonomous driving capabilities. With DRIVE Hyperion, teams can focus on building differentiated AI while reducing integration risk, shortening development cycles, and improving safety.

NVIDIA Alpamayo is the industry's first reasoning model for autonomous driving and an open Vision-Language-Action (VLA) model. It helps developers build safer, reasoning-based autonomous vehicles and is specifically designed for Level 4 autonomy and safety validation.

Resources

The Latest Autonomous Vehicle and Robotaxi News

Explore the latest announcements, sessions, and videos from the NVIDIA AV ecosystem.

What’s New
Blogs
Press Releases
Videos
Sessions

Alpamayo 2 Super

Alpamayo enables vehicles to perceive, reason, and act with human-like judgment and advances safer, more transparent autonomous driving at scale.

Read the Press Release

NVIDIA AlpaGym

NVIDIA offers a comprehensive AI-powered infrastructure spanning hardware and software to develop, train, and validate autonomous driving systems at scale, anchored by NVIDIA DGX™ for high-performance AI model training.

Read the Tech Blog

Agent Skills for Neural Reconstruction

Turn coding agents into synthetic data experts for autonomous vehicle development.

Try It Now

NVIDIA OmniDreams

NVIDIA OmniDreams is a generative world model for photorealistic closed-loop AV scenario generation, post-trained from NVIDIA Cosmos.

Visit GItHub

The World Is Building Robotaxis on NVIDIA DRIVE Hyperion

Global automakers, software partners, and mobility leaders are bringing level 4-ready fleets to market on DRIVE Hyperion—NVIDIA's robotaxi-ready platform.

Read the Press Release