-
Notifications
You must be signed in to change notification settings - Fork 2
In this project, you will design three classifiers: a perceptron classifier, a large-margin (MIRA) classifier, and a slightly modified perceptron classifier for behavioral cloning. You will test the first two classifiers on a set of scanned handwritten digit images, and the last on sets of recorded pacman games from various agents. Even with sim…
AmzAust/AI-Pacman-Classification
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
Name: Austin Balogh CSU ID: 2597975 My implementation of the project involves finding ranges of data and labels. Then returning a max or min depending on what is needed or performing math where it is needed. Thoughout the project the counter class functions are used to update weights with the proper math needed for them. Much like previous projects, the pacman enhanced features involve finding distances to ghosts and food. My MIRA implementation seems to somewhat long to complete due to the amount of loops used for the grid. There may be some way to optimize it, but I am not sure how. I was uncertain how to do question 4, so I did not submit it. I spent about 25 hours on this project.
About
In this project, you will design three classifiers: a perceptron classifier, a large-margin (MIRA) classifier, and a slightly modified perceptron classifier for behavioral cloning. You will test the first two classifiers on a set of scanned handwritten digit images, and the last on sets of recorded pacman games from various agents. Even with sim…
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published