Currently a buzzword on par with “crypto” and “Web” and “electric” in times past, but also a useful collection of technologies for better understanding and processing complex situations with a computer.
Components
from “Artificial Intelligence: A Modern Approach” by Peter Norvig and Stuart Russell
- Machine Learning
- Reinforcement Learning
- Supervised Learning
- Unsupervised Learning
- Knowledge Learning
- Probabilistic Models
- Problem Solving
- Search
- Heuristics
- Adversarial Search
- Constraint Analysis
- Natural Language Processing
- Machine Translation
- Speech Recognition
- Information Extraction
- Decision Making
- Logic
- Knowledge Engineering
- Real World Planning
- Reasoning
- Probabilistic Reasoning
- Bayesian Nets
- Reasoning Over Time
- Uncertainty Quantification
- Robotics
- Robotic Perception
- Robotic Actuation
- Mapping, Localization
- Object Recognition
- Vision
- 3D Reconstruction
- Image Processing
- Motion, Shading, Contour Analysis
Related
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Added to vault 2024-01-19. Updated on 2024-02-10