INFO 1581 - AI Algorithm Design

4.5 Credits

Students create AI algorithms and programs to solve game problems. Students will use A*, expectiminimax, and other algorithms to program nonplayable characters and game enemies.

Prerequisites: (1) INFO 1003 or INFO 1020

Lecture Hours: 4.5
Lab Hours: 0.0
Internship Hours: 0.0
Clinical or Practicum Hours: 0.0

Course Objectives

Describe artificial Intelligence
Use algorithms to solve problems
Apply basic search algorithms to solve problems
Apply A* search algorithm
Describe and use alpha-beta pruning algorithm
Understand and apply expectiminimax algorithm
Use Knowledge Representation
Understanding and handling Uncertainty and Probability
Apply algorithms to a simple AI bot
Apply AI algorithms for a more complex AI bot

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