FAI - Foundations of Artificial Intelligence
Contents
Problem Solving by Search
Book sections 3.1-3.3
Uninformed Search Algorithms
Book section 3.4 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-05-UninformedSearchStrategies.pdf
Informed Search Algorithms
Book section 3.5 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-06-InformedSearchStrategies.pdf?
Adversarial Search
Book sections Sections 5.1-5.5 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-07-AdversarialSearch.pdf
Reinforcement learning
3 pages
Constraint Satisfaction Problems
Book sections 6.1-6.3 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-09-ConstraintStafisfactionProblems.pdf
Uncertainty
Book sections 12.1-12.5, 13.1-13.4, lecture: https://politecnicomilano.webex.com/recordingservice/sites/politecnicomilano/recording/83549c2d4941103b9f6a00505681378c Uncertainty - Lecture 2 - CS50's…
Logical Agents
Book sections 7.1, 7.3-7.6, 8.1, 8.2 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-10-LogicalAgents.pdf…
Planning
Book sections 11.1-11.2 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-12-Planning.pdf…