khaledabdrabo98 / qlearning Public

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In this project, we aim to implement value iteration and Q-learning. First, the agents are tested on a Gridworld, then apply them to a simulated robot controller (Crawler) and Pacman. (Source : Berkley's public projects and labs)

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
docs		docs
layouts		layouts
README.md		README.md
analysis.py		analysis.py
capsule.png		capsule.png
commands.txt		commands.txt
crawler.png		crawler.png
crawler.py		crawler.py
crawler.pyc		crawler.pyc
define-eqn1.png		define-eqn1.png
define-eqn2.png		define-eqn2.png
discountgrid.png		discountgrid.png
environment.py		environment.py
environment.pyc		environment.pyc
featureExtractors.py		featureExtractors.py
featureExtractors.pyc		featureExtractors.pyc
game.py		game.py
game.pyc		game.pyc
ghostAgents.py		ghostAgents.py
ghostAgents.pyc		ghostAgents.pyc
graphicsCrawlerDisplay.py		graphicsCrawlerDisplay.py
graphicsCrawlerDisplay.pyc		graphicsCrawlerDisplay.pyc
graphicsDisplay.py		graphicsDisplay.py
graphicsDisplay.pyc		graphicsDisplay.pyc
graphicsGridworldDisplay.py		graphicsGridworldDisplay.py
graphicsGridworldDisplay.pyc		graphicsGridworldDisplay.pyc
graphicsUtils.py		graphicsUtils.py
graphicsUtils.pyc		graphicsUtils.pyc
gridworld.py		gridworld.py
gridworld.pyc		gridworld.pyc
keyboardAgents.py		keyboardAgents.py
keyboardAgents.pyc		keyboardAgents.pyc
layout.py		layout.py
layout.pyc		layout.pyc
learningAgents.py		learningAgents.py
learningAgents.pyc		learningAgents.pyc
mdp.py		mdp.py
mdp.pyc		mdp.pyc
pacman.png		pacman.png
pacman.py		pacman.py
pacman.pyc		pacman.pyc
pacmanAgents.py		pacmanAgents.py
pacmanAgents.pyc		pacmanAgents.pyc
pi.png		pi.png
projects.css		projects.css
q-learning.png		q-learning.png
qlearningAgents.py		qlearningAgents.py
qlearningAgents.pyc		qlearningAgents.pyc
reinforcement.html		reinforcement.html
textDisplay.py		textDisplay.py
textDisplay.pyc		textDisplay.pyc
textGridworldDisplay.py		textGridworldDisplay.py
textGridworldDisplay.pyc		textGridworldDisplay.pyc
util.py		util.py
util.pyc		util.pyc
value.png		value.png
valueIterationAgents.py		valueIterationAgents.py
valueIterationAgents.pyc		valueIterationAgents.pyc