强化学习知识点收集 - VueGirl

#1. 基本要点
![](http://www.images.studyai.com/blog/20171226105627994.png?x-oss-process=image/auto-orient,1/quality,Q_95/watermark,type_d3F5LXplbmhlaQ,size_18,text_aHR0cDovL3N0dWR5YWkuY29tL3Z1ZWdpcmw=,color_737372,shadow_0,t_100,g_se,x_20,y_20)

#2. 游戏中的体现
![](http://www.images.studyai.com/blog/20171226110705189.png?x-oss-process=image/auto-orient,1/quality,Q_95/watermark,type_d3F5LXplbmhlaQ,size_18,text_aHR0cDovL3N0dWR5YWkuY29tL3Z1ZWdpcmw=,color_737372,shadow_0,t_100,g_se,x_20,y_20)

#3. 马尔科夫决策过程
![](http://www.images.studyai.com/blog/20171226110619660.png?x-oss-process=image/auto-orient,1/quality,Q_95/watermark,type_d3F5LXplbmhlaQ,size_18,text_aHR0cDovL3N0dWR5YWkuY29tL3Z1ZWdpcmw=,color_737372,shadow_0,t_100,g_se,x_20,y_20)

#4. Q-Learning
![](http://www.images.studyai.com/blog/20171226140114304.png?x-oss-process=image/auto-orient,1/quality,Q_95/watermark,type_d3F5LXplbmhlaQ,size_18,text_aHR0cDovL3N0dWR5YWkuY29tL3Z1ZWdpcmw=,color_737372,shadow_0,t_100,g_se,x_20,y_20)

![](http://www.images.studyai.com/blog/20171226143345664.png?x-oss-process=image/auto-orient,1/quality,Q_95/watermark,type_d3F5LXplbmhlaQ,size_18,text_aHR0cDovL3N0dWR5YWkuY29tL3Z1ZWdpcmw=,color_737372,shadow_0,t_100,g_se,x_20,y_20)

![](http://www.images.studyai.com/blog/20171226143548447.png?x-oss-process=image/auto-orient,1/quality,Q_95/watermark,type_d3F5LXplbmhlaQ,size_18,text_aHR0cDovL3N0dWR5YWkuY29tL3Z1ZWdpcmw=,color_737372,shadow_0,t_100,g_se,x_20,y_20)