#4220 Neuro-Symbolic AI
#4220 Neuro-Symbolic AI #4220 Let's change gears a little. I have been concentrating on applying Knowledge Graphs to NASA planning and response. QUESTION: Are there better methods, particularly AI-based methods that I have not considered? While knowledge graphs are a powerhouse for Knowledge Representation (the "what" and the "how it relates"), they are primarily structural. To move into autonomous, adaptive planning , you might want to look at methods that handle the "decision-making" and "uncertainty" layers more dynamically. Given your background in Software Process Engineering and S&MA , here are four AI-based paradigms that complement or even "supercharge" a knowledge graph. 1. Neuro-Symbolic AI (The "Brain and the Rules") This is arguably the most relevant leap for a NASA subcontractor. It combines Neural Networks (great at pattern recognition/perception) with Symbolic AI (logic-based, like your knowledge g...