Self-Supervised Reinforcement Learning for Recommender Systems

Self-Supervised Reinforcement Learning for Recommender Systems

10 June 2020

Alexandros Karatzoglou

Ioannis Arapakis

Papers citing "Self-Supervised Reinforcement Learning for Recommender Systems"

13 / 13 papers shown

Title
A Generalised and Adaptable Reinforcement Learning Stopping Method Reem Bin-Hezam Mark Stevenson 21 0 0 03 May 2025
PinRec: Outcome-Conditioned, Multi-Token Generative Retrieval for Industry-Scale Recommendation Systems Anirudhan Badrinath Prabhat Agarwal Laksh Bhasin Jaewon Yang Jiajing Xu Charles R. Rosenberg LRM 38 0 0 09 Apr 2025
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 35 2 0 31 Mar 2025
ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems Yi Zhang Ruihong Qiu Jiajun Liu Sen Wang OffRL 14 0 0 18 Jul 2024
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation F. Wang Xingyu Gao Zhenyu Chen Lei Lyu 11 11 0 06 Nov 2023
A General Offline Reinforcement Learning Framework for Interactive Recommendation Teng Xiao Donglin Wang OffRL 25 73 0 01 Oct 2023
Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems Hojoon Lee Dongyoon Hwang Kyushik Min Jaegul Choo 11 6 0 22 Aug 2023
Robust Reinforcement Learning Objectives for Sequential Recommender Systems Melissa Mozifian Tristan Sylvain David E. Evans Li Meng OffRL 16 0 0 30 May 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 24 5 0 06 Feb 2023
Fine-Grained Session Recommendations in E-commerce using Deep Reinforcement Learning Diddigi Raghu Ram Bharadwaj Lakshya Kumar Saif Jawaid Sreekanth Vempati 14 0 0 20 Oct 2022
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems Chongming Gao Shijun Li Wenqiang Lei Jiawei Chen Biao Li Peng Jiang Xiangnan He Jiaxin Mao Tat-Seng Chua 24 130 0 22 Feb 2022
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 37 73 0 01 Jan 2021
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 23 781 0 18 Aug 2020