Constrained Route Planning over Large Multi-Modal Time-Dependent Networks. - Yishu Wang 001; Ye Yuan 001; Hao Wang 193; Xiangmin Zhou; Congcong Mu; Guoren Wang (ICDE, 2021)

Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach. - Zipeng Dai; Hao Wang 193; Chi Harold Liu; Rui Han 001; Jian Tang 008; Guoren Wang (INFOCOM, 2021)

Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning. - Hao Wang 193; Chi Harold Liu; Zipeng Dai; Jian Tang 008; Guoren Wang (KDD, 2021)

Ensuring Threshold AoI for UAV-Assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning With Transformer. - Hao Wang 193; Chi Harold Liu; Haoming Yang; Guoren Wang; Kin K. Leung (IEEE/ACM Trans. Netw., 2024)

QoI-Aware Mobile Crowdsensing for Metaverse by Multi-Agent Deep Reinforcement Learning. - Yuxiao Ye; Hao Wang 193; Chi Harold Liu; Zipeng Dai; Guozheng Li 002; Guoren Wang; Jian Tang 008 (IEEE J. Sel. Areas Commun., 2024)

HiBid: A Cross-Channel Constrained Bidding System With Budget Allocation by Hierarchical Offline Deep Reinforcement Learning. - Hao Wang 193; Bo Tang; Chi Harold Liu; Shangqin Mao; Jiahong Zhou; Zipeng Dai; Yaqi Sun; Qianlong Xie; Xingxing Wang; Dong Wang 022 (IEEE Trans. Computers, 2024)

Indoor Periodic Fingerprint Collections by Vehicular Crowdsensing via Primal-Dual Multi-Agent Deep Reinforcement Learning. - Haoming Yang; Qiran Zhao; Hao Wang 193; Chi Harold Liu; Guozheng Li 002; Guoren Wang; Jian Tang 008; Dapeng Oliver Wu (IEEE J. Sel. Areas Commun., 2024)