AI

This is currently a stub page outlining many of the areas we will be covering in the somewhat near future.

• Artificial Intelligence
• Intelligent Agent
• Expert System
• Data Mining
• Artificial Neural Network
• Reinforcement Learning
• Heuristic
• Bayesian Inference
• Support Vector Machine
• K Nearest Neighbors Algorithm
• Overfitting
• Knowlege Representation and Reasoning
• Knowlege Engineering
• Knowlege Based Systems
• Reasoning System
• Inference Engine
• Knowledge Base
• Commonsense Knowledge
• Default Logic
• Qualification Problem

• Ontology Engineering

• artificial intelligence (AI) / machine intelligence

• intelligent agent (IA)

• data mining
• expert systems
• Artificial neural networks (ANN) or connectionist systems
• Reinforcement learning

• Overfitting

• symbolism (such as formal logic)
• Bayesian inference
• analogizers such as SVM and nearest-neighbor

• Artificial neural networks (ANN)

• two classes of models: structuralist and functionalist

• Ontology engineering

• Knowledge representation and reasoning (KR², KR&R)
• Knowledge engineering (KE)
• knowledge-based system (KBS)
• Reasoning system
• Inference engine
• knowledge base (KB)

• Commonsense knowledge

• Knowledge representation problems:
  • Default logic
    • Qualification problem
  • The breadth of commonsense knowledge
  • The subsymbolic form of some commonsense knowledge