Collecting my attempts to improve at tech, art, and life

Artificial Intelligence

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

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  • 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

Added to vault 2024-01-19. Updated on 2024-02-10