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> Examples and Notes
Date
Description
2018-01-16
Nim and Kayles
2018-01-18
Finite Games, Minimax
2018-01-23
Equivalence of Games
2018-01-25
Sprague-Grundy
2018-01-30
1-Player Probabilistic Games (Yahtzee)
2018-02-01
2-Player Probabilistic Games (Yahtzee, Pig)
2018-02-06
Can't Stop, NFL Strategy
2018-02-08
Classical Game Theory
2018-02-13
Equilibria in Mixed Strategies
2018-02-15
Linear Programming for Constant-Sum Games
Python example
Java example
2018-02-20
Minimax
2018-02-22
Alpha-Beta
2018-02-27
Scout, Transposition Tables, MTD-f
2018-03-01
Javascript Multi-armed Bandit
Multi-armed Bandit, Zero Regret
2018-03-06
Exam #1 Practice Problems
and
solutions
2018-03-08
Monte Carlo Tree Search
2018-03-27
MCTS Variants, Implementation
2018-03-29
GPU Programming
CUDA implementation of Kalah playout
2018-04-03
Genetic Algorithms
2018-04-05
GAs in Noisy Environments
2018-04-10
Classifiers
2018-04-12
Neural Networks
2018-04-17
Iris Classifier using Keras
Iris data
from
UC-Irvine Machine Learning Repository
2018-04-26
Exam #2 Practice Problems
and
Solutions