Large-scale Interactive Recommendation with Tree-structured Policy
Gradient

Large-scale Interactive Recommendation with Tree-structured Policy Gradient

14 November 2018

Xinyi Dai

Ruiming Tang

Yong Yu

Papers citing "Large-scale Interactive Recommendation with Tree-structured Policy Gradient"

11 / 11 papers shown

Title
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search Hanwen Du Bo Peng Xia Ning 54 0 0 12 Oct 2024
Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application Yujing Hu Qing Da Anxiang Zeng Yang Yu Yinghui Xu 33 179 0 02 Mar 2018
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising Junqi Jin Cheng-Ning Song Han Li Kun Gai Jun Wang Weinan Zhang 46 179 0 27 Feb 2018
Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning Xiangyu Zhao Li Zhang Zhuoye Ding Long Xia Jiliang Tang Dawei Yin 63 331 0 19 Feb 2018
Action Branching Architectures for Deep Reinforcement Learning Arash Tavakoli Fabio Pardo Petar Kormushev 44 260 0 24 Nov 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 73 271 0 08 Sep 2017
Real-Time Bidding by Reinforcement Learning in Display Advertising Han Cai Kan Ren Weinan Zhang Kleanthis Malialis Jun Wang Yong Yu Defeng Guo 50 246 0 10 Jan 2017
Deep Reinforcement Learning in Large Discrete Action Spaces Gabriel Dulac-Arnold Richard Evans H. V. Hasselt P. Sunehag Timothy Lillicrap Jonathan J. Hunt Timothy A. Mann T. Weber T. Degris Ben Coppin OffRL 54 573 0 24 Dec 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 249 13,174 0 09 Sep 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 395 16,962 0 20 Dec 2013
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 325 2,935 0 28 Feb 2010