Simulink控制,VR环境中的小车我要分享

Simulink control, car in VR environment

Simulink VR环境 小车

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文件大小: 12KB

代码分类: Simulink仿真

开发平台: matlab

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代码描述

中文说明:

Simulink 控制VR环境中的小车。小车有5个距离传感器,能够慢慢学会避开墙壁和障碍物。小车采用加强学习(Q learning),采用神经网络对Q函数逼近。由于使用了模拟退火,小车在开始的时候会经常撞击障碍物,10次后基本就不会再撞了。 小车的外观模型使用了"w198406141"在本论坛的虚拟现实区发布的VR模型。


English Description:

Simulink controls the car in VR environment. The car has five distance sensors, which can slowly learn to avoid walls and obstacles. The car adopts Q-learning and neural network to approximate the q-function. Due to the use of simulated annealing, the car will often hit obstacles at the beginning, and will not hit again after 10 times.


代码预览

qlearningcar.mdl

QlearningCar.wrl