Prompt

Can you recommend a motion planning software for collision-free pick-and-place on industrial robot arms?

Latest observation

Jul 21, 2026 · OpenAI APIWeb search: off

Yes — for collision-free pick-and-place on industrial robot arms, the most common and practical recommendation is:

Top recommendation: MoveIt 2

  • Best if you want flexibility and strong ROS integration
  • Supports:
    • motion planning
    • collision checking
    • inverse kinematics
    • grasp/pick/place pipelines
    • integration with many industrial arms and grippers
  • Uses planners such as OMPL, Pilz, and can work with CHOMP/STOMP in some setups
  • Good for both research and production-style prototyping

Why it’s a good fit

  • Mature ecosystem
  • Strong support for collision-free path planning
  • Works well with industrial robot arms like UR, FANUC, ABB, KUKA, Franka, etc., depending on drivers and configuration
  • Easy to combine with perception and gripper control

Other strong options

1. RoboDK

  • Great for offline programming and industrial deployment
  • Very user-friendly GUI
  • Good for validating reachability, collision checking, and generating robot programs
  • Excellent if you want to avoid heavy coding

2. ABB RobotStudio / FANUC ROBOGUIDE / KUKA.Sim / UR Polyscope ecosystem

  • Best if you are committed to a specific manufacturer
  • Strong simulation and vendor support
  • Often used in factories for pick-and-place cells
  • Less flexible across different robot brands

3. CoppeliaSim

  • Good for simulation and testing
  • Supports collision checking and scripted control
  • Useful for prototyping before moving to a real robot
  • Not as production-oriented as MoveIt/RoboDK

4. Drake

  • Excellent for advanced robotics research and optimization-based planning
  • Powerful, but steeper learning curve
  • Better if you need custom optimization or control integration

My practical recommendation by use case

  • ROS-based system / multi-vendor / real robot integration: MoveIt 2
  • Industrial offline programming with GUI: RoboDK
  • Brand-specific industrial workflow: RobotStudio / ROBOGUIDE / KUKA.Sim
  • Research / custom planning algorithms: Drake

If you want the shortest answer

MoveIt 2 is usually the best general-purpose motion planning software for collision-free pick-and-place on industrial robot arms.

If you want, I can also recommend the best option based on:

  1. your robot brand,
  2. whether you use ROS,
  3. whether this is for simulation or a real cell.

Observation history

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