Rule Drift
A phenomenon in which the underlying decision rules of an environment change over time in a non-explicit manner. Similar to concept drift, it requires agents to detect changes through indirect cues and to re-explore.
Timeline (last 90 days)
Rule drift refers to the phenomenon in which the underlying decision rules of an environment change non-explicitly over time; similar to concept drift, it requires the learning system to detect distribution changes and trigger model updates.
When sufficient evidence is provided or rule drift is removed, average performance improves significantly by nearly 10%.
All Facts (2)
Rule drift refers to the phenomenon in which the underlying decision rules of an environment change non-explicitly over time; similar to concept drift, it requires the learning system to detect distribution changes and trigger model updates.
50%UnverifiedWhen sufficient evidence is provided or rule drift is removed, average performance improves significantly by nearly 10%.
50%