Publications

Crowdtraining to Mobile Edge Devices in Industry Internet of Things by Deep Reinforcement Learning Approach

Submitted to IEEE Network, 2018

Under review.

Full information: Yufeng Zhan, Jiang Zhang, Peng Li, Yuanqing Xia. (2018). "Crowdtraining to Mobile Edge Devices in Industry Internet of Things by Deep Reinforcement Learning Approach."IEEE Network http://academicpages.github.io/files/paper6.pdf

Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement Learning

Submitted to IEEE Mobile Computing, 2018

Under review.

Full information: Yufeng Zhan, Chi Harold Liu, Yinuo Zhao, Jiang Zhang. (2018). "Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement Learning."IEEE Mobile Computing http://academicpages.github.io/files/paper5.pdf

A Study on Image Feature Extraction and Matching in Mars Visual Navigation

Submitted to Advances in Space Research, 2018

Under review.

Full information: Xiao Pan, Yuanqing Xia, Ganghui Shen, Jiang Zhang. (2018). "A Study on Image Feature Extraction and Matching in Mars Visual Navigation."Advances in Space Research. http://academicpages.github.io/files/paper4.pdf

An Incentive Mechanism Design for Multi-Leader Multi-Follower Mobile Crowdsensing: A Deep Reinforcement Learning Approach

Submitted to IEEE INFOCOM 2019, 2018

Under review.

Full information: Yufeng Zhan, Jiang Zhang, Chi Harold Liu. (2018). "An Incentive Mechanism Design for Multi-Leader Multi-Follower Mobile Crowdsensing: A Deep Reinforcement Learning Approach."IEEE INFOCOM 2019. http://academicpages.github.io/files/paper3.pdf

Crowdsensing Game with Demand Uncertainties: A Deep Reinforcement Learning Approach

Submitted to Information Science, 2018

Under review.

Full information: Yufeng Zhan, Yuanqing Xia, Jiang Zhang, Ting Li, Yu Wang. (2018). "Crowdsensing Game with Demand Uncertainties: A Deep Reinforcement Learning Approach." Information Science. http://academicpages.github.io/files/paper2.pdf

A Novel Learning-based Global Path Planning Algorithm for Planetary Rovers

Submitted to Neurocomputing, 2018

Under review.

Full information: Jiang Zhang, Yuanqing Xia, Ganghui Shen. (2018). "A Novel Learning-based Global Path Planning Algorithm for Planetary Rovers."Neurocomputing. http://academicpages.github.io/files/paper1.pdf