Learning to collaborate in multi-module recommendation via multi-agent reinforcement learning without communication

• Main Authors: HE, Xu, AN Bo, LI, Yanghua, CHEN, Haikai, WANG, Rundong, WANG, Xinrun, YU, Runsheng, LI, Xin, WANG, Zhirong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Reinforcement learning; Artificial Intelligence and Robotics; E-Commerce; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/9143; https://ink.library.smu.edu.sg/context/sis_research/article/10146/viewcontent/3383313.3412233_pv.pdf
• Institution: Singapore Management University

With the rise of online e-commerce platforms, more and more customers prefer to shop online. To sell more products, online platforms introduce various modules to recommend items with different properties such as huge discounts. A web page often consists of different independent modules. The ranking...