UIUC AI Project
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Apr 4, 2015 - JavaScript
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expectimax
Here are 80 public repositories matching this topic...
Pacman and Ghost Agent | Python | Artificial Intelligence | Search-based Algorithms | Learning-based Algorithms
python
markov-model
reinforcement-learning
qlearning
astar-algorithm
constraint-satisfaction-problem
artificial-intelligence
pacman
dfs
artificial-neural-networks
search-algorithm
bfs
heuristics
adversarial-search
alpha-beta-pruning
markov-decision-processes
bayes-network
minimax-search
value-iteration
expectimax
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Feb 18, 2017 - Python
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Feb 27, 2017 - Python
Implementation of Expectimax for an AI agent to play 2048
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Apr 22, 2017 - TeX
Implementation of reinforcement learning algorithms to solve pacman game. Part of CS188 AI course from UC Berkeley.
q-learning
a-star
particle-filter
breadth-first-search
alpha-beta-pruning
bayes-network
depth-first-search
minimax-search
td-learning
expectimax
ucs
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Apr 25, 2017 - Python
UC Berkeley CS188 Intro to AI -- Pacman Project Solutions
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Nov 11, 2017 - Python
AI Pacman Agent
python
reinforcement-learning
q-learning
artificial-intelligence
pacman
mdp
minimax
searching
expectimax
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Dec 14, 2017 - Python
CSE 571 Artificial Intelligence
reinforcement-learning
deep-reinforcement-learning
q-learning
artificial-intelligence
neural-networks
epsilon-greedy
breadth-first-search
alpha-beta-pruning
depth-first-search
minimax-algorithm
policy-iteration
value-iteration
function-approximation
expectimax
particle-filter-tracking
uniform-cost-search
greedy-search
a-star-search
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Jan 3, 2018 - Python
Design Agents for the classic version of Pac-Man including ghosts.
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Apr 16, 2018 - Python
Course work - CSE 537 - SBU
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May 13, 2018 - Python
A Connect Four game which can be played by an AI: uses alpha beta pruning algorithm when played against a human and expectimax algorithm when played against a random player.
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May 22, 2018 - Python
Simulator, AI and GUI for the game 2048
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Jul 28, 2018 - C#
UC Berkeley CS188: Artificial Intelligence
reinforcement-learning
constraint-satisfaction-problem
minimax
markov-decision-processes
expectimax
a-star-search
multi-agent-search
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Jul 28, 2018 - Python
A simplified version of Go game in Python, with AI agents built-in and GUI to play.
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May 3, 2019 - Python
2048 Pseudo AI | 15-112 Term Project (Spring 2019)
computer-science
reinforcement-learning
q-learning
minimax
cmu
2048
carnegie-mellon-university
expectimax
term-project
pseudo
expectiminimax
2048-ai
15-112
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Jul 22, 2019 - Python
Reinforcement learning agents for Connect-4 and Bomberman AI
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Sep 19, 2019 - Python
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Oct 25, 2019 - Python
Full game implemented + AI/ML/OtherBuzzwords players (expectimax, monte-carlo and more). Fork me!
game
python
player
machine-learning
ai
monte-carlo
machine-learning-algorithms
ml
artificial-intelligence
catan
minimax
settlers
expectimax
settlers-of-catan
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Nov 30, 2019 - Python
Solutions to Pacman AI Multi-Agent Search problems
artificial-intelligence
pacman
adversarial-search
python27
alpha-beta-pruning
minimax-algorithm
expectimax
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Jan 14, 2020 - Python
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