Deep Reinforcement Learning for Collaborative Edge Computing in
Vehicular Networks

Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks

5 October 2020

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Papers citing "Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks"

14 / 14 papers shown

Title
Learning Value of Information towards Joint Communication and Control in 6G V2X Lei Lei K. Zheng Xuemin Shen 89 0 0 11 May 2025
Research on Edge Computing and Cloud Collaborative Resource Scheduling Optimization Based on Deep Reinforcement Learning Yuqing Wang Xiao Yang 95 3 0 26 Feb 2025
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures Ashab Uddin Ahmed Hamdi Sakr Ning Zhang OffRL 95 0 0 10 Feb 2025
Communication-Aware Consistent Edge Selection for Mobile Users and Autonomous Vehicles Nazish Tahir Ramviyas Parasuraman Haijian Sun 45 0 0 06 Aug 2024
Towards Secure and Efficient Data Scheduling for Vehicular Social Networks Youhua Xia Tiehua Zhang Jiong Jin Ying He Fei Richard Yu 28 1 0 28 Jun 2024
Adaptive Device-Edge Collaboration on DNN Inference in AIoT: A Digital Twin-Assisted Approach Shisheng Hu Mushu Li Jie Gao Conghao Zhou X. Shen 59 14 0 27 May 2024
Structural Knowledge-Driven Meta-Learning for Task Offloading in Vehicular Networks with Integrated Communications, Sensing and Computing Ruijin Sun Yao Wen Nan Cheng Wei Wan Rong Chai Yilong Hui 32 1 0 25 Feb 2024
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles Ruijin Sun Xiao Yang Nan Cheng Xiucheng Wang Chang Li OffRL 18 2 0 04 Aug 2023
Energy Efficient Offloading Policies in Multi-Access Edge Computing Systems with Task Handover L. Hou Jingjin Wu Jing-Zhi Fu 13 1 0 27 Jun 2023
Digital Twin-Based 3D Map Management for Edge-Assisted Mobile Augmented Reality Conghao Zhou Jie Ying Gao Mushu Li Nan Cheng X. Shen W. Zhuang 21 1 0 26 May 2023
Spectrum-aware Multi-hop Task Routing in Vehicle-assisted Collaborative Edge Computing Yiqin Deng Haixia Zhang Xianhao Chen Yuguang Fang 43 2 0 14 Apr 2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G Xuemin Shen Shen Jie Gao Wen Wu Mushu Li Conghao Zhou W. Zhuang 88 238 0 02 Jan 2023
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence Pengjin Wei Kun Guo Ye Li Jue Wang W. Feng Shi Jin Ning Ge Ying-Chang Liang 90 45 0 27 Jan 2022
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning Wen Wu Nan Chen Conghao Zhou Mushu Li Xuemin Shen W. Zhuang Xu Li 153 128 0 03 Dec 2020