​
Login / Signup
Zipeng Dai
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 20
Top Topics
Reinforcement Learning
Cooperative
Location Prediction
Query Recommendation
Top Venues
CoRR
INFOCOM
ICDE
IEEE Trans. Mob. Comput.
</>
Publications
</>
Hao Wang
,
Bo Tang
,
Chi Harold Liu
,
Shangqin Mao
,
Jiahong Zhou
,
Zipeng Dai
,
Yaqi Sun
,
Qianlong Xie
,
Xingxing Wang
,
Dong Wang
HiBid: A Cross-Channel Constrained Bidding System With Budget Allocation by Hierarchical Offline Deep Reinforcement Learning.
IEEE Trans. Computers
73 (3) (2024)
Yuxiao Ye
,
Hao Wang
,
Chi Harold Liu
,
Zipeng Dai
,
Guozheng Li
,
Guoren Wang
,
Jian Tang
QoI-Aware Mobile Crowdsensing for Metaverse by Multi-Agent Deep Reinforcement Learning.
IEEE J. Sel. Areas Commun.
42 (3) (2024)
Tianze Zhou
,
Fubiao Zhang
,
Kun Shao
,
Zipeng Dai
,
Kai Li
,
Wenhan Huang
,
Weixun Wang
,
Bin Wang
,
Dong Li
,
Wulong Liu
,
Jianye Hao
Cooperative Multiagent Transfer Learning With Coalition Pattern Decomposition.
IEEE Trans. Games
16 (2) (2024)
Zhen Chen
,
Yong Liao
,
Youpeng Zhao
,
Zipeng Dai
,
Jian Zhao
CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems.
CoRR
(2024)
Zipeng Dai
,
Chi Harold Liu
,
Rui Han
,
Guoren Wang
,
Kin K. Leung
,
Jian Tang
Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning.
IEEE Trans. Mob. Comput.
22 (4) (2023)
Hao Wang
,
Bo Tang
,
Chi Harold Liu
,
Shangqin Mao
,
Jiahong Zhou
,
Zipeng Dai
,
Yaqi Sun
,
Qianlong Xie
,
Xingxing Wang
,
Dong Wang
HiBid: A Cross-Channel Constrained Bidding System with Budget Allocation by Hierarchical Offline Deep Reinforcement Learning.
CoRR
(2023)
Yuxiao Ye
,
Chi Harold Liu
,
Zipeng Dai
,
Jianxin Zhao
,
Ye Yuan
,
Guoren Wang
,
Jian Tang
Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning.
ICDE
(2023)
David Mguni
,
Taher Jafferjee
,
Jianhong Wang
,
Nicolas Perez Nieves
,
Wenbin Song
,
Feifei Tong
,
Matthew E. Taylor
,
Tianpei Yang
,
Zipeng Dai
,
Hui Chen
,
Jiangcheng Zhu
,
Kun Shao
,
Jun Wang
,
Yaodong Yang
Learning to Shape Rewards Using a Game of Two Partners.
AAAI
(2023)
David Henry Mguni
,
Aivar Sootla
,
Juliusz Ziomek
,
Oliver Slumbers
,
Zipeng Dai
,
Kun Shao
,
Jun Wang
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints.
ICLR
(2023)
Chi Harold Liu
,
Yu Wang
,
Chengzhe Piao
,
Zipeng Dai
,
Ye Yuan
,
Guoren Wang
,
Dapeng Wu
Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM (Extended abstract).
ICDE
(2023)
Taher Jafferjee
,
Juliusz Krysztof Ziomek
,
Tianpei Yang
,
Zipeng Dai
,
Jianhong Wang
,
Matthew E. Taylor
,
Kun Shao
,
Jun Wang
,
David Mguni
Semi-Centralised Multi-Agent Reinforcement Learning with Policy-Embedded Training.
CoRR
(2022)
David Mguni
,
Aivar Sootla
,
Juliusz Krysztof Ziomek
,
Oliver Slumbers
,
Zipeng Dai
,
Kun Shao
,
Jun Wang
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints.
CoRR
(2022)
Zipeng Dai
,
Tianze Zhou
,
Kun Shao
,
David Henry Mguni
,
Bin Wang
,
Jianye Hao
Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System.
CoRL
(2022)
Chi Harold Liu
,
Yu Wang
,
Chengzhe Piao
,
Zipeng Dai
,
Ye Yuan
,
Guoren Wang
,
Dapeng Wu
Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM.
IEEE Trans. Knowl. Data Eng.
34 (5) (2022)
Zipeng Dai
,
Chi Harold Liu
,
Yuxiao Ye
,
Rui Han
,
Ye Yuan
,
Guoren Wang
,
Jian Tang
AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning.
INFOCOM
(2022)
Hao Wang
,
Chi Harold Liu
,
Zipeng Dai
,
Jian Tang
,
Guoren Wang
Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning.
KDD
(2021)
Chi Harold Liu
,
Zipeng Dai
,
Yinuo Zhao
,
Jon Crowcroft
,
Dapeng Wu
,
Kin K. Leung
Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning.
IEEE Trans. Mob. Comput.
20 (1) (2021)
Zipeng Dai
,
Hao Wang
,
Chi Harold Liu
,
Rui Han
,
Jian Tang
,
Guoren Wang
Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach.
INFOCOM
(2021)
Chi Harold Liu
,
Yinuo Zhao
,
Zipeng Dai
,
Ye Yuan
,
Guoren Wang
,
Dapeng Wu
,
Kin K. Leung
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach.
ICDE
(2020)
Chi Harold Liu
,
Zipeng Dai
,
Haoming Yang
,
Jian Tang
Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning Approach.
INFOCOM
(2020)