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frostyfeng's Projects

ai-flappybird icon ai-flappybird

FlappyBird Using Genetic Algorithm and Neural Networks: In this project, we have implemented an AI for the Flappy Bird which makes the computer play the game much more efficient as compared to what a normal human being can do. We have achieved these goals using Genetic Algorithms with an underlying Neural Network Architecture. You can see this project in youtube: https://youtu.be/IWwaMLeiYp4 . Implmentation: 1) Neural Network: we have neural network with five nodes, one for Bird Position and one for Velocity and one for Distance between next pipe and one for Upper pipe height and finally for Lower pipe height. There is one output means perform flap and else do nothing and without any hidden layer. Each node uses the sigmoid function as its activation function. 2) Genetic Algorithm: We sort the individuals of the current generation in decreasing order of their fitness values, then we get top 25% directly to the next generation. Then we do cross-over and add them to next generation. References: https://www.cse.iitb.ac.in/~aviral/reportFlappy.pdf https://medium.com/towards-data-science/neural-network-plays-flappy-bird-e585b1e49d97

arduino icon arduino

C# .NET - Arduino library supporting simultaneous serial ASCII, Firmata and I2C communication

arduinodriver icon arduinodriver

A .NET library for controlling an Arduino board directly through a USB (serial) connection.

arduinosketchuploader icon arduinosketchuploader

A .NET library and a command line utility to upload a compiled sketch (. HEX file) directly to an Arduino board.

assetstudio icon assetstudio

AssetStudio is a tool for exploring, extracting and exporting assets and assetbundles.

cryengine icon cryengine

CRYENGINE is a powerful real-time game development platform created by Crytek.

download icon download

Lantern官方版本下载 蓝灯 翻墙 代理 科学上网 外网 加速器 梯子 路由 proxy vpn circumvention gfw

entt icon entt

Gaming meets modern C++ - a fast and reliable entity-component system (ECS) and much more

fun-with-graphics icon fun-with-graphics

这里整理了图形学相关的高校课程、书籍、教程、文章、博客、资源、开源项目。

gi-assets icon gi-assets

Character textures, models and mods for a certain anime game.

gltut icon gltut

Learning Modern 3D Graphics Programming

godot icon godot

Godot Engine – Multi-platform 2D and 3D game engine

hanzi-writer icon hanzi-writer

Chinese character stroke order animations and practice quizzes

il2c icon il2c

IL2C - A translator for ECMA-335 CIL/MSIL to C language.

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