Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning

7 March 2024

Papers citing "Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning"

11 / 11 papers shown

Title
Generative Slate Recommendation with Reinforcement Learning Romain Deffayet Thibaut Thonet Jean-Michel Render Maarten de Rijke 58 24 0 20 Jan 2023
Multi-Task Fusion via Reinforcement Learning for Long-Term User Satisfaction in Recommender Systems Qihua Zhang Junning Liu Yuzhuo Dai Yiyan Qi Yifan Yuan Kunlun Zheng Fan Huang Xianfeng Tan OffRL 60 51 0 09 Aug 2022
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation Aleksandr V. Petrov Craig Macdonald 72 47 0 15 Jul 2022
Self-Supervised Reinforcement Learning for Recommender Systems Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose SSL OffRL 139 202 0 10 Jun 2020
Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation Xueying Bai Jian Guan Hongning Wang OffRL 60 75 0 10 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 459 20,317 0 23 Oct 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 186 2,177 0 14 Apr 2019
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 175 2,442 0 20 Aug 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 529 19,237 0 20 Jul 2017
High-Dimensional Continuous Control Using Generalized Advantage Estimation John Schulman Philipp Moritz Sergey Levine Michael I. Jordan Pieter Abbeel OffRL 107 3,434 0 08 Jun 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 129 12,265 0 19 Dec 2013