Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems

Author:

Cai Tianchi1ORCID,Bao Shenliao1ORCID,Jiang Jiyan2ORCID,Zhou Shiji2ORCID,Zhang Wenpeng2ORCID,Gu Lihong1ORCID,Gu Jinjie1ORCID,Zhang Guannan1ORCID

Affiliation:

1. Ant Group, Hangzhou, China

2. Ant Group, Beijing, China

Publisher

ACM

Reference45 articles.

1. M Mehdi Afsar , Trafford Crump , and Behrouz Far . 2021. Reinforcement learning based recommender systems: A survey. ACM Computing Surveys (CSUR) ( 2021 ). M Mehdi Afsar, Trafford Crump, and Behrouz Far. 2021. Reinforcement learning based recommender systems: A survey. ACM Computing Surveys (CSUR) (2021).

2. Xueying Bai , Jian Guan , and Hongning Wang . 2019 . A model-based reinforcement learning with adversarial training for online recommendation . Advances in Neural Information Processing Systems , Vol. 32 (2019). Xueying Bai, Jian Guan, and Hongning Wang. 2019. A model-based reinforcement learning with adversarial training for online recommendation. Advances in Neural Information Processing Systems, Vol. 32 (2019).

3. Optimization Methods for Large-Scale Machine Learning

4. Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning

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

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