An Improved Q-Learning Algorithm and Its Application in Path Planning

Traditional Q-Learning algorithm has the problems of too many random searches and slow convergence speed. Therefore, in this paper an improved ε-Q-Learning algorithm based on traditional Q-Learning algorithm was propased and applied to path planning. The key of this method is to introduce the dynami...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Guojun MAO, Shimin GU
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: Editorial Office of Journal of Taiyuan University of Technology 2021-01-01
Sraith:Taiyuan Ligong Daxue xuebao
Ábhair:
Rochtain ar líne:https://tyutjournal.tyut.edu.cn/englishpaper/show-659.html