AI-Lab

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Codes & reports for artificial intelligence laboratory (DCS315)

Contents:

Lab	Field	Algorithm	Project/Task
lab1	Python Basic	-	-
lab2	Python Basic	-	-
lab3	Knowledge Representation and Reasoning	Resolution Principle	ResolutionFOL
lab4	Advanced Searching	MiniMax Searching	AI Chess
lab5	Advanced Searching	Genetic Algorithm	TSP (Traveling Salesman Problem)
lab6	Machine Learning	Logistic Regression / MLP	House Purchase Prediction
lab7	Machine Learning	Decision Tree	Credit Prediction
lab8	Deep Learning	CNN	Traditional Chinese Medicine Prediction
lab9	Reinforcement Learning	Q-Learning & SARSA	Maze
lab10	Reinforcement Learning	DQN	CartPole-v0

Note:

• The purpose of creating this repository is to provide ideas for everyone, while documenting my own accomplishments.

• Incorporate your OWN thinking when completing tasks & DO NOT PLAGIARIZE.