Reinforcement_Learning

q learning for pacman game

approximate q learning

approxiamte Q learning with feature extraction, linear features and weights

Name		Name	Last commit message	Last commit date
pictures		pictures
reinforcement pacman		reinforcement pacman
test_cases		test_cases
Hidden Markov Model.ipynb		Hidden Markov Model.ipynb
Markov Chain.ipynb		Markov Chain.ipynb
README.md		README.md
VERSION		VERSION
analysis.py		analysis.py
autograder.py		autograder.py
crawler.py		crawler.py
environment.py		environment.py
featureExtractors.py		featureExtractors.py
game.py		game.py
ghostAgents.py		ghostAgents.py
grading.py		grading.py
graphicsCrawlerDisplay.py		graphicsCrawlerDisplay.py
graphicsDisplay.py		graphicsDisplay.py
graphicsGridworldDisplay.py		graphicsGridworldDisplay.py
graphicsUtils.py		graphicsUtils.py
gridworld.py		gridworld.py
keyboardAgents.py		keyboardAgents.py
layout.py		layout.py
learningAgents.py		learningAgents.py
mdp.py		mdp.py
pacman.py		pacman.py
pacmanAgents.py		pacmanAgents.py
projectParams.py		projectParams.py
qlearningAgents.py		qlearningAgents.py
reinforcementTestClasses.py		reinforcementTestClasses.py
submission_autograder.py		submission_autograder.py
testClasses.py		testClasses.py
testParser.py		testParser.py
textDisplay.py		textDisplay.py
textGridworldDisplay.py		textGridworldDisplay.py
util.py		util.py
valueIterationAgents.py		valueIterationAgents.py

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