Deep Reinforcement Learning Empowered Resource Allocation in Vehicular Fog Computing.
Lijun SunMingzhi LiuJiachen GuoXu YuShangguang WangPublished in: IEEE Trans. Veh. Technol. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- allocation problems
- resource consumption
- game theory
- function approximation
- resource requirements
- resource availability
- scarce resources
- combinatorial auctions
- urban areas
- machine learning
- allocation strategies
- resource allocation and scheduling
- market equilibrium
- decision making
- model free
- allocate resources
- resource allocation decisions
- trading agents
- social welfare
- bidding strategies
- traffic flow
- markov decision processes
- management system
- dynamic programming
- learning process
- multi agent
- learning algorithm