Education & Research
Learn robotics, prototype ideas and run repeatable experiments with accessible platforms.
Questions to answer before choosing
Use these three questions to define the job before comparing products.
- Which age group, curriculum or research question must the platform support?
- Are source code, simulation, ROS and low-level control interfaces available?
- Can the institution afford maintenance, spares and multiple student users?
When not to automate yet
Consider whether improving the current workflow would meet your needs first.
- A stated teaching goal or research question
- Source code, simulation and low-level interfaces that are actually open
- A budget that covers consumables, spares and student wear
- Durability and spare-part lead time at class-scale use
- Whether documentation and course material are sufficient
- Access to the low-level control the research question needs
- A replacement for course design and teacher time
- Maintenance-free operation under heavy shared use
- Industrial-grade reliability at teaching prices
Three ways to solve the same problem
Choose the lowest layer that reliably removes the bottleneck.
Process first
Standardize the workflow, remove unnecessary steps and measure the bottleneck before buying technology.
Software automation
Use workflows, RPA or AI agents when the work is digital and the inputs and exceptions can be defined.
Physical robot
Use an arm, AMR, drone or humanoid when movement in the real world is the constraint to remove.
Tools for this scene · 169 tools
PAL Robotics TALOS
Humanoid Robots
Torque-controlled research humanoid with 6 kg load per extended arm
Contact the vendor for pricing
Robotnik RB-SUMMIT+
Robot Development
Mobile research manipulator with Kinova arm options
Not specified · Contact the vendor for pricing
Zeroth-01 Bot
Humanoid Robots
Open-source 3D-printed humanoid platform for sim-to-real learning
Beta / limited access
Franka Robotics
Robotic Arms
Research robotics portfolio with force-sensitive arms and control interfaces
Contact the vendor for pricing
NVIDIA Cosmos
Robot Development
NVIDIA Cosmos is a world foundation model platform for developing physical AI such as robots and autonomous vehicles.
Announced · Buy or sign up directly
NVIDIA Omniverse
Robot Development
NVIDIA Omniverse provides libraries and microservices for building industrial digital twins and robotics simulation applications.
NVIDIA Isaac GR00T N1.6
Robot Development
NVIDIA Isaac GR00T is an open reference platform for building, training, testing, and deploying AI-powered humanoid robots.
Research project
Habitat 3.0
Robot Development
Habitat 3.0 is a Meta AI embodied AI simulation platform for studying collaborative human-robot interaction in home environments.
Research project · Buy or sign up directly
FastGPT
AI Agents
AI-agent builder with RAG knowledge bases and visual workflows
Contact the vendor for pricing
Foxglove
Robot Development
Visualize and debug robotics data in real time.
Free to start
CoppeliaSim
Robot Development
Versatile robot simulation framework with advanced physics
request a quote
The Construct
Robot Development
Learn ROS and robotics through online courses and simulations.
Buy or sign up directly
Husarion
Robot Development
Hardware and software solutions for building ROS-based robots.
Contact the vendor for pricing
AutoGPT
AI Agents
Autonomous AI agent platform for building and deploying agents.
Self-hosting free; cloud subscription plus pay-as-you-go credit wallet
CrewAI
AI Agents
Multi-agent orchestration framework
request a quote
MoveIt Pro
Robot Development
Commercial application platform for robot manipulation
SAPIEN
Robot Development
SAPIEN is an open-source simulated environment and dataset for learning and evaluating embodied AI agents.
Research project
Booster T1
Humanoid Robots
RoboCup-proven humanoid for developers
Gazebo
Robot Development
Classic open-source robot simulator
Buy or sign up directly
Flowise
AI Agents
Build LLM apps and AI agents with a drag-and-drop interface.
Buy or sign up directly
MuJoCo Playground
Robot Development
GPU-accelerated simulation environments for robot learning
Buy or sign up directly
NVIDIA Newton
Robot Development
Newton is an open-source, GPU-accelerated physics simulation engine built on NVIDIA Warp for roboticists and simulation researchers.
Buy or sign up directly
RLBench
Robot Development
RLBench is a large-scale robot learning benchmark and environment for vision-guided manipulation research.
Buy or sign up directly
SmolVLA
Robot Development
SmolVLA is a compact 450M open-source Vision-Language-Action model from Hugging Face, pretrained on community-shared LeRobot datasets.
Research project