Automated experiment execution converts a research plan into repeatable actions such as generating code, setting parameters, launching runs and checking completion. It reduces manual handling and makes it practical to test more configurations.
Automation must preserve the exact setup and output needed for reproducibility. A fast run is not useful when errors are hidden, conditions drift or the recorded result cannot be traced to the experiment that produced it.
Acronyms and aliases
experiment automation synonymautomated experimental run variant
General terms
Related terms
Frequently asked questions
What should an automated experiment record?
It should record code or procedure versions, parameters, environment, inputs, timestamps, outputs, errors and the checks used to determine completion.
Can an agent change an experiment while it is running?
It can adapt within approved rules, but changes should be logged and separated from the original condition so results remain interpretable.
