User Response Models to Improve a REINFORCE Recommender System

Author:

Chen Minmin1,Chang Bo1,Xu Can1,Chi Ed H.1

Affiliation:

1. Google, Inc., Mountain View, CA, USA

Publisher

ACM

Reference55 articles.

1. Top-K Off-Policy Correction for a REINFORCE Recommender System

2. Minmin Chen Ramki Gummadi Chris Harris and Dale Schuurmans. 2019 b. Surrogate Objectives for Batch Policy Optimization in One-step Decision Making. In Advances in Neural Information Processing Systems. 8825--8835. Minmin Chen Ramki Gummadi Chris Harris and Dale Schuurmans. 2019 b. Surrogate Objectives for Batch Policy Optimization in One-step Decision Making. In Advances in Neural Information Processing Systems. 8825--8835.

Cited by 28 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Dynamic recommender system for chronic disease-focused online health community;Expert Systems with Applications;2024-12

2. Future Impact Decomposition in Request-level Recommendations;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

3. Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

4. Personalised Multi-modal Interactive Recommendation with Hierarchical State Representations;ACM Transactions on Recommender Systems;2024-06-05

5. User Response Modeling in Reinforcement Learning for Ads Allocation;Companion Proceedings of the ACM Web Conference 2024;2024-05-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3