Multi-agent deep reinforcement learning-based partial offloading and resource allocation in vehicular edge computing networks

• Published in: Computer communications Vol. 234; p. 108081
• Main Authors: Xue, Jianbin, Wang, Luyao, Yu, Qingda, Mao, Peipei
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 15.03.2025
• Subjects: Computational offload; Multi-agent deep reinforcement learning; Resource allocation; Task migration; Vehicular edge computing network; Task migration; Multi-agent deep reinforcement learning; Vehicular edge computing network; Computational offload; Resource allocation

The advancement of intelligent transportation systems and the increase in vehicle density have led to a need for more efficient computation offloading in vehicular edge computing networks (VECNs). However, traditional approaches are unable to meet the service demand of each vehicle due to limited re...