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https://github.com/melvinmo/ai_course_archive

This repository contains my undergrad artificial intelligence course activities, primarily theoretical and programming assignments.
https://github.com/melvinmo/ai_course_archive

ai artificial-intelligence python

Last synced: 4 days ago
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This repository contains my undergrad artificial intelligence course activities, primarily theoretical and programming assignments.

Host: GitHub
URL: https://github.com/melvinmo/ai_course_archive
Owner: MelvinMo
License: mit
Created: 2023-04-15T02:17:39.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-08-26T22:58:27.000Z (about 1 year ago)
Last Synced: 2023-08-27T02:40:42.938Z (about 1 year ago)
Topics: ai, artificial-intelligence, python
Language: Jupyter Notebook
Homepage:
Size: 32.8 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

# AI_Course_Archive
This repository contains my undergrad artificial intelligence course activities, primarily theoretical and programming assignments.

## Assignment 1
It is on topics: #CSP, #TSP, #GeneticAlgorithm, #Nqueens, and #GraphColoring.

## Assignment 2
It is on topics: #ML, #NeuralNetwork, #Backpropagation, and #GradientDescent.

## Assignment 3
It is on topics: #Probability, #Independence, #BayesianNetwork, and #MarkovGame.

## Assignment 4
It is on topics: #MarkovDecisionProcess and #ReinforcementLearning.

> 🔍 **Explore the Final Project:** In order to offer a structured and comprehensive showcase, the final project for this course is presented here at **[Agent-Training-for-Breakout-Game](https://github.com/MelvinMo/Agent-Training-for-Breakout-Game)**.