Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning

19 February 2018

Long Xia

Papers citing "Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning"

29 / 29 papers shown

Title
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 47 2 0 31 Mar 2025
A General Offline Reinforcement Learning Framework for Interactive Recommendation Teng Xiao Donglin Wang OffRL 34 73 0 01 Oct 2023
Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems Hojoon Lee Dongyoon Hwang Kyushik Min Jaegul Choo 13 6 0 22 Aug 2023
AutoAssign+: Automatic Shared Embedding Assignment in Streaming Recommendation Ziru Liu Kecheng Chen Fengyi Song Bo Chen Xiangyu Zhao Huifeng Guo Ruiming Tang 18 3 0 14 Aug 2023
Robust Reinforcement Learning Objectives for Sequential Recommender Systems Melissa Mozifian Tristan Sylvain David E. Evans Li Meng OffRL 23 0 0 30 May 2023
Human-Inspired Framework to Accelerate Reinforcement Learning Ali Beikmohammadi Sindri Magnússon OffRL 29 4 0 28 Feb 2023
Reinforcing User Retention in a Billion Scale Short Video Recommender System Qingpeng Cai Shuchang Liu Xueliang Wang Tianyou Zuo Wentao Xie Bin Yang Dong Zheng Peng Jiang Kun Gai OffRL 22 41 0 03 Feb 2023
Two-Stage Constrained Actor-Critic for Short Video Recommendation Qingpeng Cai Zhenghai Xue Chi Zhang Wanqi Xue Shuchang Liu ... Tianyou Zuo Wentao Xie Dong Zheng Peng Jiang Kun Gai OffRL CML 19 44 0 03 Feb 2023
NARS vs. Reinforcement learning: ONA vs. Q-Learning Ali Beikmohammadi 18 0 0 23 Dec 2022
Multi-objective Optimization of Notifications Using Offline Reinforcement Learning Prakruthi Prabhakar Yiping Yuan Guangyu Yang Wensheng Sun A. Muralidharan OffRL 28 6 0 07 Jul 2022
ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor Wanqi Xue Qingpeng Cai Ruohan Zhan Dong Zheng Peng Jiang Kun Gai Bo An OffRL 27 24 0 01 Jun 2022
Constrained Reinforcement Learning for Short Video Recommendation Qingpeng Cai Ruohan Zhan Chi Zhang Jie Zheng Guangwei Ding Pinghua Gong Dong Zheng Peng Jiang 20 6 0 26 May 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 39 45 0 13 Apr 2022
Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback Yunfan Hu Zhaopeng Qiu X. Wu 32 12 0 09 Apr 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 29 131 0 22 Feb 2022
Offline Reinforcement Learning for Mobile Notifications Yiping Yuan A. Muralidharan Preetam Nandy Miao Cheng Prakruthi Prabhakar OffRL 22 9 0 04 Feb 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 13 46 0 28 Oct 2021
D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning Vahid Baghi Seyed Mohammad Seyed Motehayeri A. Moeini R. Abedian 8 1 0 28 Oct 2021
Value Penalized Q-Learning for Recommender Systems Chengqian Gao Ke Xu Kuangqi Zhou Lanqing Li Xueqian Wang Bo Yuan P. Zhao OffRL 50 20 0 15 Oct 2021
Optimized Recommender Systems with Deep Reinforcement Learning Lucas Farris OffRL 16 0 0 06 Oct 2021
AutoLoss: Automated Loss Function Search in Recommendations Xiangyu Zhao Haochen Liu Wenqi Fan Hui Liu Jiliang Tang Chong Wang 30 60 0 12 Jun 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 136 273 0 23 Jan 2021
Simultaneous Relevance and Diversity: A New Recommendation Inference Approach Yifang Liu Zhe Xu Qiyuan An Yang Yi Yanzhi Wang Trevor Hastie 13 0 0 27 Sep 2020
Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data Guansong Pang Anton Van Den Hengel Chunhua Shen LongBing Cao OffRL 32 85 0 15 Sep 2020
Self-Supervised Reinforcement Learning for Recommender Systems Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose SSL OffRL 24 198 0 10 Jun 2020
Toward Simulating Environments in Reinforcement Learning Based Recommendations Xiangyu Zhao Long Xia Zhuoye Ding Dawei Yin Jiliang Tang 19 25 0 27 Jun 2019
Graph Neural Networks for Social Recommendation Wenqi Fan Yao Ma Qing Li Yuan He Yue Zhao Jiliang Tang Dawei Yin 87 1,852 0 19 Feb 2019
Deep reinforcement learning for search, recommendation, and online advertising: a survey Xiangyu Zhao Long Xia Jiliang Tang Dawei Yin OffRL 9 82 0 18 Dec 2018
Off-Policy Actor-Critic T. Degris Martha White R. Sutton OffRL CML 163 220 0 22 May 2012