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This was the third project for Berkeley's CS188.1x. Topics included MDP with Value Iteration and Policy iteration. These topics were practiced with Pacman, a robot learning to move across the screen, and a game called GridWorld

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docs

docs

 
 

layouts

layouts

 
 

analysis.py

analysis.py

 
 

capsule.png

capsule.png

 
 

commands.txt

commands.txt

 
 

crawler.png

crawler.png

 
 

crawler.py

crawler.py

 
 

define-eqn1.png

define-eqn1.png

 
 

define-eqn2.png

define-eqn2.png

 
 

discountgrid.png

discountgrid.png

 
 

environment.py

environment.py

 
 

featureExtractors.py

featureExtractors.py

 
 

game.py

game.py

 
 

ghostAgents.py

ghostAgents.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.png

pacman.png

 
 

pacman.py

pacman.py

 
 

pacmanAgents.py

pacmanAgents.py

 
 

pi.png

pi.png

 
 

projects.css

projects.css

 
 

q-learning.png

q-learning.png

 
 

qlearningAgents.py

qlearningAgents.py

 
 

reinforcement.html

reinforcement.html

 
 

textDisplay.py

textDisplay.py

 
 

textGridworldDisplay.py

textGridworldDisplay.py

 
 

util.py

util.py

 
 

value.png

value.png

 
 

valueIterationAgents.py

valueIterationAgents.py

 
 

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This was the third project for Berkeley's CS188.1x. Topics included MDP with Value Iteration and Policy iteration. These topics were practiced with Pacman, a robot learning to move across the screen, and a game called GridWorld

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