Environment Reconstruction with Hidden Confounders for Reinforcement
Learning based Recommendation

Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation

12 July 2019

Papers citing "Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation"

10 / 10 papers shown

Title
A Unified Representation Framework for Rideshare Marketplace Equilibrium and Efficiency Alex J. Chin Zhiwei Qin 24 2 0 28 Feb 2023
Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement Learning Yanqiu Wu Qingyang Li Zhiwei Qin OffRL 12 3 0 06 Nov 2022
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 44 2 0 11 Oct 2022
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning Dusan Stamenkovic Alexandros Karatzoglou Ioannis Arapakis Xin Xin Kleomenis Katevas 20 46 0 28 Oct 2021
Deconfounded Causal Collaborative Filtering Shuyuan Xu Juntao Tan Shelby Heinecke Jia Li Yongfeng Zhang CML 35 40 0 14 Oct 2021
A Survey on Deep Reinforcement Learning for Data Processing and Analytics Qingpeng Cai Can Cui Yiyuan Xiong Wei Wang Zhongle Xie Meihui Zhang OffRL 21 29 0 10 Aug 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 39 84 0 03 May 2021
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning Rongjun Qin Songyi Gao Xingyuan Zhang Zhen Xu Shengkai Huang Zewen Li Weinan Zhang Yang Yu OffRL 140 6 0 01 Feb 2021
Self-Supervised Reinforcement Learning for Recommender Systems Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose SSL OffRL 29 198 0 10 Jun 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 818 0 20 Jan 2020