Research project

Safety Testing for Legged Robots

Repeatable tests make locomotion controllers easier to compare. We develop disturbance-testing methods and evaluation procedures that specify the task, perturbation, and measure of success.

Linear-impactor testing used to evaluate a legged robot's disturbance rejection.
Repeatable disturbance-rejection testing · Digit hardware experiments.
  1. Define the task and disturbance
  2. Apply repeatable perturbations
  3. Compare controller outcomes

The problem

Hand pushes and informal demonstrations are difficult to reproduce. Comparing locomotion controllers requires controlled disturbances, explicit test conditions, and a defined measure of success.

Our approach

We study repeatable testing equipment and procedures for legged locomotion, including linear-impactor experiments, sampling-based safety evaluation, and controller comparisons.

Results and experimental setting

The preliminary linear-impactor study compares three Digit locomotion controllers during walking in place under frontal impacts. Its findings concern that experimental setup and task. They do not certify general robot safety or performance for every direction, speed, or terrain.

Papers and demonstrations

Watch the testing demonstration.

Explore the testing configuration
Safety Testing of Legged Robots
A potential testing configuration of legged robots safety.
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