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Projects done concurrently with my reading of Artificial Intelligence: A Modern Approach

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JustinAWei/aima

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Depth First Search, Breadth First Search, Uniform Cost Search, A* Search, Heuristics, Suboptimal Search

Reflex Agent, Minimax, Alpha-Beta Pruning, Expectimax, Evaluation Functions

Policies, Asynchronous Value Iteration, Prioritized Sweeping Value Iteration, Q-Learning, Epsilon Greedy, Approximate Q-Learning

Exact Inference, Approximate Inference, Joint Particle Filtering

Perceptrons

Perceptron

Non-linear Regression

SineApprox

Digit Classification

DigitClassification

Language Identification

LanguageIdModel

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Projects done concurrently with my reading of Artificial Intelligence: A Modern Approach

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