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Classroom Contents
DARPA's Explainable Artificial Intelligence - XAI Program
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- 1 Intro
- 2 DARPA Explainable AI
- 3 Why XAI
- 4 Supervised Machine Learning
- 5 XAI Strategy
- 6 XAI Program Goals
- 7 XAI Program Structure
- 8 Heatmaps
- 9 Black Box
- 10 Network Dissection
- 11 Language Translation
- 12 Gann
- 13 Autonomy
- 14 Differentiable Physics
- 15 Surprising Results
- 16 Deep Learning
- 17 Examples
- 18 Results
- 19 Program update
- 20 QA
- 21 Data Analytics vs Autonomy
- 22 Discussion
- 23 correctness of explanations
