18 citations · 48 across the 9 of their papers we have counts for
4 papers · 1 filter
Personalized Execution Time Optimization for Billion-Scale Scheduled Jobs
Yang Liu, Juan Wang, Idris Malik +7
Scheduled batch jobs are widely used on asynchronous computing platforms to execute enterprise applications such as promotional notifications and candidate pre-computation for reco…
A Validation Tool for Designing Reinforcement Learning Environments
Ruiyang Xu, Zhengxing Chen
Reinforcement learning (RL) has gained increasing attraction in the academia and tech industry with launches to a variety of impactful applications and products. Although research…
Reinforcement Learning-based Product Delivery Frequency Control
Yang Liu, Zhengxing Chen, Kittipat Virochsiri +3
Frequency control is an important problem in modern recommender systems. It dictates the delivery frequency of recommendations to maintain product quality and efficiency. For examp…
Band-limited Soft Actor Critic Model
Miguel Campo, Zhengxing Chen, Luke Kung +2
Soft Actor Critic (SAC) algorithms show remarkable performance in complex simulated environments. A key element of SAC networks is entropy regularization, which prevents the SAC ac…