VEC Collaborative Task Offloading and Resource Allocation Based on Deep Reinforcement Learning Under Parking Assistance.
Jianbin XueFei ShaoTingjuan ZhangGuiying TianHengjie JiangPublished in: Wirel. Pers. Commun. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- multi agent
- game theory
- allocation strategies
- resource allocation decisions
- scarce resources
- function approximation
- decentralized decision making
- allocation problems
- reinforcement learning algorithms
- combinatorial auctions
- resource requirements
- resource consumption
- machine learning
- allocate resources
- response time
- lower bound
- learning algorithm
- distributed resource allocation
- market equilibrium
- dynamic resource allocation
- power allocation
- social welfare
- optimal policy
- learning process