Artificial Intelligence

Universidad del Norte

Course Description

  • Course Name

    Artificial Intelligence

  • Host University

    Universidad del Norte

  • Location

    Barranquilla, Colombia

  • Area of Study

    Systems Engineering

  • Language Level

    Taught In English

    Hours & Credits

  • Contact Hours

    48
  • Recommended U.S. Semester Credits
    3
  • Recommended U.S. Quarter Units
    4
  • Overview

    DESCRIPTION ? COURSE CATALOG
    In this course the fundamental concepts related to Artificial Intelligence are studied, starting from the definition of AI and the concept of Intelligent Agent. It also studies: problem solving, knowledge and reasoning, planning, knowledge and reasoning with uncertainty, learning.

    BIBLIOGRAPHICAL REFERENCES: text book, other supplemental materials
    Artificial Intelligence: A modern approach RUSSELL, S., NORVIG, P.

    COURSE LEARNING OUTCOMES

    • To explain the concepts related to Intelligent Agents.
    • To design intelligent agents starting from a formal representation of the agent?s environment and the function that the agent should perform in its environment.
    • To design and to implement Intelligent Agents to: solve problems using search, solve constrain satisfaction problems, solve game problems, solve problems based on propositional logic, and solve problems based on first order logic.
    • To explain the fundamental concepts related to Neural Networks.
    • To explain the fundamental concepts related to Genetic Algorithms.
    • To explain the fundamental concepts related to Fuzzy Inference Systems.

    TOPICS COVERED
    • Introduction
    • Intelligent Agents
    • Problem Solving using Search
    • Informed Search and Exploration
    • Constrain Satisfaction Problems
    • Games
    • Logic Agents
    • First Order Logic
    • First Order Logic Inference
    • Knowledge Representation
    • Genetic Algorithms
    • Neural Networks
    • Fuzzy Inference Systems