A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems

Ling Pan, Qingpeng Cai, Zhixuan Fang, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceEngineeringMachine LearningEducationReinforcement Learning (Educational Psychology) +16

BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation

Wenqiao Zhang, Lei Zhu, James Thomas Patrick Decourcy Hallinan, +4

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reinforcement Mechanism Design for e-commerce

Qingpeng Cai, Aris Filos-Ratsikas, Pingzhong Tang, +1

Artificial IntelligenceEngineeringMachine LearningBehavioral Decision MakingGame Theory +20

Softmax Deep Double Deterministic Policy Gradients

Ling Pan, Qingpeng Cai, Longbo Huang

arXiv (Cornell University)

Artificial IntelligenceSoftmax OperatorEngineeringMachine LearningData Science +12

Multi-Task Recommendations with Reinforcement Learning

Ziru Liu, Jiejie Tian, Qingpeng Cai, +8

Reinforcement Mechanism Design for Fraudulent Behaviour in e-Commerce

Qingpeng Cai, Aris Filos-Ratsikas, Pingzhong Tang, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Fraud DetectionArtificial IntelligenceEngineeringMachine LearningBehavioral Decision Making +16

Two-Stage Constrained Actor-Critic for Short Video Recommendation

Qingpeng Cai, Zhenghai Xue, Chi Zhang, +9

A Survey on Deep Reinforcement Learning for Data Processing and Analytics

Qingpeng Cai, Can Cui, Yiyuan Xiong, +3

IEEE Transactions on Knowledge and Data Engineering

Artificial IntelligenceData ProcessingEngineeringMachine LearningData Science +7

Exploration and Regularization of the Latent Action Space in Recommendation

Shuchang Liu, Qingpeng Cai, Bowen Sun, +7

Artificial IntelligenceEngineeringMachine LearningSequential LearningText Mining +21

Reinforcing User Retention in a Billion Scale Short Video Recommender System

Qingpeng Cai, Shuchang Liu, Xueliang Wang, +6

EngineeringMachine LearningReinforcement Learning (Educational Psychology)Video RetrievalUser Retention +17