# Interface LearningProgress

Learning progress metrics.

interface LearningProgress {
explorationRate: number;
explorationRateTrend: number;
cumulativeRegret: number;
avgRegret: number;
optimalRate: number;
featureImportance: readonly { feature: string; importance: number }[];
convergenceScore: number;
}

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:57

##### Index

### Properties

explorationRate
explorationRateTrend
cumulativeRegret
avgRegret
optimalRate
featureImportance
convergenceScore

## Properties

### `Readonly` explorationRate

explorationRate: number

LinUCB exploration rate over time

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:59

### `Readonly` explorationRateTrend

explorationRateTrend: number

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:60

### `Readonly` cumulativeRegret

cumulativeRegret: number

Cumulative regret

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:62

### `Readonly` avgRegret

avgRegret: number

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:63

### `Readonly` optimalRate

optimalRate: number

Optimal decision rate

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:65

### `Readonly` featureImportance

featureImportance: readonly { feature: string; importance: number }[]

Feature importance ranking

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:67

### `Readonly` convergenceScore

convergenceScore: number

Learning convergence metric (0-1, 1 = converged)

- Defined in packages/nexus-agents/src/observability/validation-dashboard-types.ts:72