Describes the noise level of the repeated observations.
"Noisy" means that the repeated observations with the same Trial parameters may lead to different metric evaluations.
| Enums | |
|---|---|
OBSERVATION_NOISE_UNSPECIFIED |
The default noise level chosen by Agent Platform. |
LOW |
Agent Platform assumes that the objective function is (nearly) perfectly reproducible, and will never repeat the same Trial parameters. |
HIGH |
Agent Platform will estimate the amount of noise in metric evaluations, it may repeat the same Trial parameters more than once. |