What is robot simulation?

Definition

Robot simulation represents a machine, its sensors, and parts of its surroundings in software. A team can use it to run many candidate situations, including cases that would be slow, costly, or risky to reproduce with a physical robot.

Simulations may use physics engines or generated scenes to create training and evaluation scenarios. Their value depends on how well the virtual behavior matches reality, so promising results must be checked with physical trials and varied conditions.

ELI5

Robot simulation lets a team practice robot tasks in a computer-made setting. The robot can make mistakes there without dropping a real object or damaging equipment.

For example, developers might test whether a virtual robot can grasp a folded towel under several lighting conditions. If it succeeds, they still try the task with a real towel because fabric and lighting may behave differently.

Frequently asked questions

Why train or test a robot in simulation?

A virtual setting can run many varied trials quickly and can explore situations that are difficult to stage safely in person.

Does simulation replace physical testing?

No. A simulation is an approximation, so real-world trials are needed to confirm that the robot behaves as expected.

Videos explaining robot simulation

  1. Ming-Yu Liu in glasses and a blue top rests one hand at his chin beside the white-and-blue headline ‘COSMOS FOR HOME ROBOTS’ on black.