Deep Reinforcement Learning Based Resource Allocation with Heterogeneous QoS for Cellular V2X.
Jin TianYan ShiXiaolu TongShanzhi ChenRui ZhaoPublished in: WCNC (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- grid environment
- quality of service
- function approximation
- optimal resource allocation
- resource allocation problems
- resource requirements
- resource usage
- resource allocation and scheduling
- resource utilization
- model free
- markov decision processes
- web services
- resource allocation decisions
- packet scheduling
- resource consumption
- allocate resources
- learning process
- multi agent
- distributed resource allocation
- reinforcement learning algorithms
- dynamic programming
- allocation strategies
- optimal policy
- allocation problems
- trading agents
- management system
- resource availability
- social welfare
- dynamic resource allocation
- learning algorithm
- state space
- temporal difference
- market equilibrium
- real time