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Artificial Intelligence 人工智能

Artificial Intelligence人工智能Machine Learning
COMPSCI 761 - Advanced Topics in Artificial Intelligence - 22S2 Assignment 1: Game of Fifteen and Search Algorithms
Artificial Intelligence人工智能Machine Learning
This assignment consists of two problems presented in a puzzle game context. For the first problem, you will be implementing a path search problem along with common search algorithms and evaluating their properties.
CSCI-561 Foundations of Artificial Intelligence Homework 1: 3D Travelling-Salesman Problem
Artificial Intelligence人工智能Machine Learning
This is a programming assignment in which you will apply AI search/optimization techniques to a 3D Travelling-Salesman Problem (TSP) such as the one shown in Figure 1. Conceptually speaking, the space of traveling is a set of “cities” located on some grid points with (x, y, z) locations in which your AI agent has to travel
CS 380 Artificial Intelligence Assignment: Othello
Artificial Intelligence人工智能Machine Learning
In this assignment, we will use the minimax algorithm to make an AI agent that plays the game of Othello. You are given the code to represent the board, handle the placement of pieces, and determine whether the game is over
CS380 Artificial Intelligence: Rubik's Cube
Artificial Intelligence人工智能Machine Learning
In this part, we will write the code needed to represent a single 2×2×2 Rubik's Cube state and to compute the possible following cube states after moving a slice.
CS380 Artificial Intelligence: Rubik's Cube II
Artificial Intelligence人工智能Machine Learning
In the previous part, we implemented key components of a solver for 2×2×2 Rubik's Cube.In this part, we continue with this implementation and significantly extend it to find puzzle solutions using various methods.
Introduction to Artificial Intelligence Project: COVID-19 Infection Analysis and Prediction
Artificial Intelligence人工智能Machine Learning
The goal of this project is to process this dataset using artificial intelligence methods in order to help the community to better understand the spread of the COVID-19 infection.
COMP9414 Artificial Intelligence Assignment 1 - Reward-based learning agents
Artificial Intelligence人工智能Machine Learning
In this assignment, you are asked to implement a modified version of the temporal-difference method Q-learning and SARSA. Additionally, you are asked to implement a modified version of the action selection methods softmax and ϵ-greedy.
COMP SCI 3007 Artificial Intelligence - Assignment 3: Robot Localisation (UG and PG)
Artificial Intelligence人工智能Machine Learning
In a typical robot localization scenario, a map of the environment is available and the robot is equipped with sensors that observe the environment as well as monitor its own motion
Assignment No 2: Predicting Housing Prices with Polynomial Linear Regression
Artificial Intelligence人工智能Machine Learning
The purpose of this assignment is to use to estimate the housing price using polynomial linear regression
Economic and Statistical Software: Introduction to R
Artificial Intelligence人工智能Machine Learning
Explain why endogeneity is rarely considered in the machine learning forecasting exercises. Describe your understanding of endogeneity first, then use one machine learning algorithm that you are familiar with as an example.
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