Deep reinforcement learning-based joint optimization model for vehicular task offloading and resource allocation.
Zhi-Yuan LiZeng-Xiang ZhangPublished in: Peer Peer Netw. Appl. (2024)
Keyphrases
- resource allocation
- optimization model
- reinforcement learning
- optimization process
- resource management
- resource allocation problems
- optimal resource allocation
- allocation strategies
- function approximation
- allocation problems
- scarce resources
- state space
- learning algorithm
- model free
- allocate resources
- reinforcement learning algorithms
- traffic flow
- temporal difference
- resource usage
- resource availability
- resource allocation decisions
- market equilibrium
- neural network
- multi agent
- machine learning
- resource requirements
- trading agents
- resource consumption
- social welfare
- grid environment
- optimal policy
- cloud computing
- learning process