Artificial Intelligence (AI)

Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems


Introduction to AI

  • Human Intelligence
  • What is Artificial Intelligence?
  • Four Schools of thought
  • Turing Test
  • John Searle’s argument
  • History of AI
  • Success Stories
  • Can Computers beat Humans?
  • Influential areas for AI
  • Download resources

 


Solving problems by Searching

  • Problem solving
  • Search – an approach to problem solving
  • Uninformed search
    • Breadth-first (BF)
    • Uniform cost (UC)
    • Depth-first (DF)
    • Depth limited(DL)
    • Iterative deepening(ID)
    • Bidirectional (BD)
  • Informed search
  • Download resources

Knowledge Representation

  • Logical Representation
    • Propositional Logic
    • Predicate Logic
  • Procedural representation
  • Network representation
  • Structured representation
    • Frames
    • Scripts
    • Ontology
  • Download resources

Programming for AI


Expert Systems

  • What is an Expert System?
  • What are the Expert system features?
  • Steps to Expert System development
  • Knowledgebase
  • User Interface
  • Shell
  • Prolog Java Interface (JPL)
  • Prolog Web Interface
  • Examples
  • Download resources

Introduction to ANN

  1. Neural Networks [ANN 1ps][ANN 6ps]

Intelligent Agents and Multi agent Systems

  1. Agents and Multi-Agent Systems

Resources

 

%d bloggers like this: