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.
Relationships
alternative to variability
Sources
- 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.