Simulators, SDKs, and middleware for building robot brains.
| Tool | Type | License | Stack | Links |
|---|---|---|---|---|
AgileX Universal Master Arm
AgileX Robotics
|
Teleoperation | Commercial | 6D pose mapping, inverse kinematics, ROS | Official → Docs |
AI Sapiens K1 ROS 2 Stack
ROBOTIS
|
Software Stack | Open source | ROS 2 Jazzy, Docker, Cyclo OS (Yocto) | Official → Docs GitHub |
AI Sapiens Motion Toolchain (GEM-X / soma-retargeter / kimodo)
ROBOTIS
|
Motion Generation | Open source (NVIDIA forks) | Python, SOMA/BVH, K1 URDF | Official → Docs GitHub |
ANYbotics Shift
ANYbotics
|
Fleet Operations | Commercial (SaaS) | Cloud (managed / customer / on-prem), Shift AI, SAP / Maximo / Cognite integrations | Official → Docs |
Colosseum
Boston Dynamics AI Institute
|
Benchmark | MIT | Python | GitHub |
Crocoddyl
INRIA / LAAS-CNRS
|
Optimal Control | BSD-3 | C++, Python | Official → Docs GitHub |
Cyclo Lab
ROBOTIS
|
RL / Simulation | Open source | Isaac Lab, Python | Official → Docs GitHub |
Docker Images (LeRobot)
Hugging Face / Community
|
Dev Tool | Apache-2.0 | Docker, PyTorch | Official → Docs GitHub |
Drake
Toyota Research Institute
|
Systems Framework | BSD-3 | C++, Python | Official → Docs GitHub |
Dynamixel SDK
Robotis
|
SDK | BSD-3 | C, C++, Python, Java, C# | Official → Docs GitHub |
Gazebo / Gazebo Harmonic
Open Robotics
|
Simulator | Apache-2.0 | C++, Python, ROS2 | Official → Docs GitHub |
Genesis
Genesis Team
|
Physics Simulator | Apache-2.0 | Python, CUDA | Official → Docs GitHub |
Intrinsic Core
Intrinsic (Alphabet)
|
Runtime / Control Framework | Apache-2.0 | ROS 2 Lyrical, k3s, FoundationPose, Gazebo | Official → Docs GitHub |
|
NO IMG Mink
Stéphane Caron
|
Inverse Kinematics | Apache-2.0 | Python | Official → Docs GitHub |
Mink
Kevin Zakka
|
Inverse Kinematics | Apache-2.0 | Python | Official → Docs GitHub |
MoveIt
PickNik Robotics (acquiring: Qualcomm)
|
Motion Planning Framework | BSD-3-Clause (open source) | ROS / ROS 2, OMPL, kinematics, perception | Official → Docs GitHub |
MuJoCo
Google DeepMind
|
Physics Engine | Apache-2.0 | C/C++, Python | Official → Docs GitHub |
NODL (Node Definition Language)
Open Robotics
|
Middleware / Tooling | Open source | XML schemas, ament_nodl, conformance tests | Official → Docs GitHub |
NVIDIA Isaac Lab
NVIDIA
|
RL Training | BSD-3 | PyTorch, Isaac Sim | Official → Docs GitHub |
NVIDIA Isaac Sim
NVIDIA
|
Simulator | NVIDIA License (free for individuals) | Omniverse, PhysX, Python | Official → Docs GitHub |
ODrive Tool
ODrive Robotics
|
Dev Tool | MIT | Python | Official → Docs GitHub |
Pinocchio
INRIA / LAAS-CNRS
|
Rigid Body Dynamics | BSD-2 | C++, Python | Official → Docs GitHub |
PyBullet
Bullet Physics / Erwin Coumans
|
Physics Engine | Zlib | Python, C++ | Official → Docs GitHub |
Raisim
ETH Zurich / RaiSim Tech
|
Simulator | Commercial / Academic | C++, Python | Official → Docs |
ROS2 Humble Hawksbill
Open Robotics
|
Middleware / Framework | Apache-2.0 | C++, Python | Official → Docs GitHub |
ros2_control Trajectory Upscaling (GSoC 2026)
ros-controls / Open Robotics (GSoC)
|
Controller / Middleware | Apache-2.0 | ROS 2, Joint Trajectory Controller, C2 cubic spline | Official → Docs GitHub |
SAPIEN
UC San Diego / NVLabs
|
Simulator | MIT | Python, C++ | Official → Docs GitHub |
SKRL
Toni-SM
|
RL Framework | MIT | PyTorch, JAX | Official → Docs GitHub |
Unitree SDK
Unitree Robotics
|
SDK | Proprietary | C++, Python | Official → Docs |