Simulations in Recommender Systems: An industry perspective

14 September 2021

Papers citing "Simulations in Recommender Systems: An industry perspective"

5 / 5 papers shown

Title
Simulation-Based Benchmarking of Reinforcement Learning Agents for Personalized Retail Promotions Yu Xia S. Narayanamoorthy Zhengyuan Zhou Joshua Mabry OffRL 75 2 0 16 May 2024
User Behavior Simulation with Large Language Model based Agents Lei Wang Jingsen Zhang Hao-ran Yang Zhiyuan Chen Jiakai Tang ... Wayne Xin Zhao Jun Xu Zhicheng Dou Jun Wang Ji-Rong Wen LM&Ro LLMAG 121 51 0 05 Jun 2023
Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems Zhengbang Zhu Rongjun Qin Junjie Huang Xinyi Dai Yang Yu Yong Yu Weinan Zhang 63 2 0 11 Oct 2022
Extending Open Bandit Pipeline to Simulate Industry Challenges Bram van den Akker N. Weber Felipe Moraes Dmitri Goldenberg OffRL 46 1 0 09 Sep 2022
Synthetic Data-Based Simulators for Recommender Systems: A Survey Elizaveta Stavinova A. Grigorievskiy A. Volodkevich P. Chunaev Klavdiya Olegovna Bochenina D. Bugaychenko SyDa 69 8 0 22 Jun 2022