The evidence-linked database

Infrastructure

Simulation, datasets, software and compute — the layers connecting a model to a physical system.

18 reviewed entriesEvidence before volume ↗

18 entries with reviewed evidence

Alphabetical · no paid ranking
BRInfrastructure

BridgeData V2

BridgeData V2 collects robot manipulation demonstrations across varied environments, with associated baseline training and real-robot tooling.

Robot manipulation demonstration dataset
Reviewed 2026-09-28
DRInfrastructure

DROID Dataset

DROID provides manipulation demonstrations collected with a common portable robot platform across varied real environments.

Distributed real-robot demonstration dataset
Reviewed 2026-09-28
GAInfrastructure

Gazebo

Gazebo’s modern gz-sim framework connects physics, rendering, sensors and plugins for robot simulation.

Robot simulation framework
Reviewed 2026-09-28
HUInfrastructure

Hugging Face LeRobot

LeRobot provides tooling for robot data collection, training and evaluation, with a shared dataset format and multiple policy implementations.

Robot-learning software framework
Reviewed 2026-09-28
ISInfrastructure

Isaac Lab Arena

Isaac Lab Arena extends Isaac Lab with reusable scene, embodiment and task definitions for authoring robot-policy benchmarks, executing evaluations and analyzing task progress.

Composable policy-evaluation framework
Reviewed 2026-09-28
JEInfrastructure

Jetson AGX Thor Developer Kit

The Jetson AGX Thor Developer Kit is an embedded development platform with a specifically documented T5000 module, memory and power envelope.

Embedded AI developer hardware
Reviewed 2026-09-28
MUInfrastructure

MuJoCo

MuJoCo is a physics engine for articulated systems and contact, exposed through native APIs and Python tooling for simulation and control research.

Articulated-body physics engine
Reviewed 2026-09-28
NEInfrastructure

Newton

Newton is an open physics engine built with NVIDIA Warp, with a project identity shared across its founding organizations rather than owned solely by the route’s NVIDIA prefix.

Physics simulation engine
Reviewed 2026-09-28
COInfrastructure

NVIDIA Cosmos

Cosmos is NVIDIA’s platform for world models and supporting physical-AI tools; the current repository organizes the Cosmos 3 family and associated workflows.

World-model platform
Reviewed 2026-09-28
ISInfrastructure

NVIDIA Isaac Lab

Isaac Lab builds reinforcement-learning, imitation-learning and motion-planning workflows on Isaac Sim for robotics research and development.

Robot-learning framework
Reviewed 2026-09-28
ISInfrastructure

NVIDIA Isaac Sim

Isaac Sim provides a robotics simulation application built around Omniverse technologies, with robot import, sensor simulation and integration interfaces.

Robot simulation application
Reviewed 2026-09-28
OMInfrastructure

NVIDIA Omniverse

Omniverse is a collection of libraries, SDKs and services used to build simulation and physical-AI workflows around OpenUSD.

Simulation and OpenUSD development platform
Reviewed 2026-09-28
OSInfrastructure

NVIDIA OSMO

OSMO orchestrates robotics workflows across heterogeneous compute environments, connecting data, training, simulation and hardware-related stages.

Robotics workflow orchestration
Reviewed 2026-09-28
OPInfrastructure

Open X-Embodiment

Open X-Embodiment brings together robot demonstration datasets behind a shared format and metadata catalog for cross-embodiment learning.

Robot dataset aggregation and research ecosystem
Reviewed 2026-09-28
OPInfrastructure

OpenPI

OpenPI is Physical Intelligence’s public implementation for selected π model releases, including base checkpoints and task adaptation examples.

VLA reference implementation and training toolkit
Reviewed 2026-09-28
ROInfrastructure

robomimic

robomimic provides algorithms and workflows for learning manipulation policies from demonstration datasets.

Offline robot-learning framework
Reviewed 2026-09-28
ROInfrastructure

robosuite

robosuite is a MuJoCo-based manipulation framework for composing robot models, task environments and controllers, with interfaces for training and demonstration collection.

MuJoCo robot manipulation framework
Reviewed 2026-09-28
ROInfrastructure

ROS 2

ROS 2 is an ecosystem of robot software libraries, tools and interfaces for building and connecting applications.

Robot software middleware and libraries
Reviewed 2026-09-28