Simulink 控制VR环境中的小车我要分享

Car control in VR environment by Simulink

Simulink VR环境 小车

关注次数: 341

下载次数: 1

文件大小: 175KB

代码分类: Simulink仿真

开发平台: matlab

下载需要积分: 1积分

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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。


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

避障小车

........\qlearningcar.mdl

........\QlearningCar.wrl

........\qlearningcar_sfun.dll

........\sfprj

........\.....\build

........\.....\.....\qlearningcar

........\.....\.....\............\sfun

........\.....\.....\............\....\info

........\.....\.....\............\....\....\binfo.mat

........\.....\.....\............\....\src

........\.....\.....\............\....\...\c2_qlearningcar.c

........\.....\.....\............\....\...\c2_qlearningcar.h

........\.....\.....\............\....\...\c2_qlearningcar.obj

........\.....\.....\............\....\...\lccstub.obj

........\.....\.....\............\....\...\qlearningcar_sfun.bat

........\.....\.....\............\....\...\qlearningcar_sfun.c

........\.....\.....\............\....\...\qlearningcar_sfun.dll

........\.....\.....\............\....\...\qlearningcar_sfun.exp

........\.....\.....\............\....\...\qlearningcar_sfun.h

........\.....\.....\............\....\...\qlearningcar_sfun.lib

........\.....\.....\............\....\...\qlearningcar_sfun.lmk

........\.....\.....\............\....\...\qlearningcar_sfun.lmko

........\.....\.....\............\....\...\qlearningcar_sfun.obj

........\.....\.....\............\....\...\qlearningcar_sfun_debug_macros.h

........\.....\.....\............\....\...\qlearningcar_sfun_registry.c

........\.....\.....\............\....\...\qlearningcar_sfun_registry.obj