Cognition · Software component

Learned Meta Decision Fusion

Software componentCognitionCognition & Memoryarc:LearnedMetaDecisionFusion

A decision fusion aggregator using a meta-learner trained on outcome data to discover how best to combine diverse component outputs.

Responsibility. Combines component outputs with a learned combination function.

Also known as: Meta-learner fusion, Learned combination function

Variant of Decision Fusion Aggregator abstract

When to choose. Choose when training data showing which combinations produce the best outcomes is available.

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Direct neighbourhood (hover for relationship types)

Relationships

alternative to variability

Sources

  1. Ch5.13: T. Nguyen, "Hybrid Decision Systems Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 5.13. ISBN: 9798244538229.