Title
Research and Application of Reinforcement Learning Recommendation Method for Taobao
Abstract
Nowadays, many e-commerce companies are using reinforcement learning recommendation methods to maximize long-term benefits. Alibaba Group and Nanjing University build “Virtual Taobao”, a Taobao simulator. In this paper, we proposed TTD3 based on TD3 and trained it in Virtual Taobao. There are three important improvements in TTD3's training process. First, the current actor-network and target actor...
Year
DOI
Venue
2021
10.1109/ISCC53001.2021.9631429
2021 IEEE Symposium on Computers and Communications (ISCC)
Keywords
DocType
ISBN
Training,Computers,Computational modeling,Reinforcement learning,Companies,Electronic commerce
Conference
978-1-6654-2744-9
Citations 
PageRank 
References 
0
0.34
0
Authors
4
Name
Order
Citations
PageRank
Huang Lan11013.31
Xiaofang Zhang200.34
Yan Wang300.34
Xuping Xie400.34