Prompt
Can you recommend a motion planning software for collision-free pick-and-place on industrial robot arms?
Latest observation
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:
- your robot brand,
- whether you use ROS,
- whether this is for simulation or a real cell.
Observation history
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Anthropic,
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Copilot,
Meta AI,
Qwen.
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