Heuristic Search and Optimisation Techniques in AI

Name: Heuristic Search and Optimisation Techniques in AI
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Rating: 3.7 (14 reviews)

This free online course explores the Heuristics search in Artificial Intelligence used to uncover potential solutions.

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Learning Outcomes

In this free course, you will learn how to:

Define the term 'Heuristics'
List the heuristic search algorithms
Outline the components of a heuristic function
Describe hill climbing and best-first search algorithms
Indicate the factors to consider for measuring problem-solving performance
Explain the local admissibility for Heuristic and mini-max algorithm for game playing
Summarise the steps for implementation of the mini-max algorithm
Discuss Heuristics applied to states of tic-tac-toe and alpha-beta pruning for mini-max

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