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COMP3200 - Intro to Artificial Intelligence - Lecture 01 - Course Syllabus + Intro to AI
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Introduction to Artificial Intelligence (2020-09)
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- 1 COMP3200 - Intro to Artificial Intelligence - Lecture 01 - Course Syllabus + Intro to AI
- 2 COMP3200 - Intro to Artificial Intelligence - Lecture 02 - Agents & Environments
- 3 COMP3200 - Intro to Artificial Intelligence - Lecture 03 - Problem Solving and Search + A1
- 4 COMP3200 - Intro to Artificial Intelligence - Lecture 04 - A1 Help + Tutorial
- 5 COMP3200 - Intro to Artificial Intelligence - Lecture 05 - Heuristic Search + A* (A Star) Algorithm
- 6 COMP3200 - Intro to Artificial Intelligence - Lecture 06 - Grid Pathfinding Optimizations + A2
- 7 COMP3200 - Intro to Artificial Intelligence - Lecture 07 - Hash Functions + Hash Tables
- 8 COMP3200 - Intro to Artificial Intelligence - Lecture 08 - Game Theory (Part 1) - Matrix Games
- 9 COMP3200 - Intro to Artificial Intelligence - Lecture 09 - Game Theory (Part 2) - Nash Equilibrium
- 10 COMP3200 - Intro to Artificial Intelligence - Lecture 11 - Evolutionary Computing Genetic Algorithm
- 11 COMP3200 - Intro to Artificial Intelligence - Lecture 12 - Genetic Programming + A4
- 12 COMP3200 - Intro to Artificial Intelligence - Lecture 13 - Intro to Reinforcement Learning
- 13 COMP3200 - Intro to Artificial Intelligence - Lecture 14 - Bandit Algorithms, Action Value/Selection
- 14 COMP3200 - Intro to Artificial Intelligence - Lecture 15 - MDP + DP + Connect 4 Tournament
- 15 COMP3200 - Intro to Artificial Intelligence - Lecture 16 - RL: Monte Carlo Methods
- 16 COMP3200 - Intro to Artificial Intelligence - Lecture 17 - Temporal Difference Learning + A5
- 17 COMP3200 - Intro to Artificial Intelligence - Lecture 18 - Neural Networks
- 18 COMP3200 - Intro to Artificial Intelligence - Lecture 20 - Deep Neural Networks / CNNs
