… of Intelligent ConnectedVehicles (ICVs), more effective computation … for large-scale network implementation. We observe that an … a double DQN-based strategic computationoffloading …
W Ye, K Zheng, Y Wang, Y Tang - IEEE Access, 2023 - ieeexplore.ieee.org
… doubledeepQnetwork-based computation task offloading (… solve the computation task offloading problem P1 for vehicle … kind of distributed learning where the model training process …
H Tang, H Wu, G Qu, R Li - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
… from moving vehicles, we establish a dynamic offloading model for … Dai, “Cooperative data sensing and computationoffloading in … include distributeddeep learning and edge computing. …
L Geng, H Zhao, J Wang, A Kaushik… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
… vehicle mobility, we conduct a candidate service vehicle (CSV) model to undertake communication constraints. Further, we propose a distributedcomputationoffloading … named …
X Zhu, Y Luo, A Liu, MZA Bhuiyan… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… The data center is responsible for the training model, each vehicle selects a MEC server to offload tasks in a distributed way. Our MDRCO scheme can decrease the unstability of a …
L Yao, X Xu, M Bilal, H Wang - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
… Firstly, the clipped double-Q learning technique is introduced … two Q-functions and using the Q-function with a smaller Q-… connectedvehicles,” IEEE Internet Things J., vol. 7, no. 9, pp. …
H Pang, Z Wang - Journal of Grid Computing, 2024 - Springer
… a better system of computeoffloading. Mobile edge computing can considerably increase … , we first suggest an offloading model that can be applied to any distribution of X, and for the …
J Lin, S Huang, H Zhang, X Yang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
… , in which some vehicles (such as autonomousvehicle) are … in the neural networks, dual nerual network structure is adopted … Distributed V2V computingoffloadingmethod based on …
S Xia, Z Yao, G Wu, Y Li - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
… investigate a distributed dynamic computationoffloading model … the autonomousoffloading manner of the vehicles, we … -learning and doubledeepQnetwork (DDQN), which can quickly …