posted 18 Jan 2022

Artificial Intelligence


§ Overview

Foundations of artificial intelligence (not ML). Informed search, heuristics, iterative improvement, game search, propositional logic, first-order logic, satisfiability, planning, intelligent agents, and knowledge systems.

Notes from CSCE 420 — Artificial Intelligence.

Based off of lectures by Dr. Thomas Ioerger, and Artificial Intelligence: A Modern Approach by S. Russel and P. Norvig.

§ Contents

18 Jan 2022

What is AI?

25 Jan 2022

Uninformed Search

1 Feb 2022

Informed (Heuristic) Search

8 Feb 2022

Iterative Improvement

15 Feb 2022

Game Search

22 Feb 2022

Constraint Satisfaction

1 Mar 2022

Propositional Logic

8 Mar 2022

Inference Algorithms

22 Mar 2022

Satisfiability

24 Mar 2022

First Order Logic

29 Mar 2022

Inference in First Order Logic

12 Apr 2022

Uncertainty

19 Apr 2022

Planning

26 Apr 2022

Intelligent Agents