Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications.
Yi-Ching ChungHsin-Yuan ChangRonald Y. ChangWei-Ho ChungPublished in: VTC2023-Spring (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- game theory
- function approximation
- communication systems
- allocation problems
- allocate resources
- optimal resource allocation
- learning algorithm
- resource allocation decisions
- scarce resources
- optimal policy
- learning process
- machine learning
- social welfare
- allocation strategies
- resource requirements
- distributed resource allocation
- resource availability
- reinforcement learning algorithms
- state space
- dynamic programming
- job scheduling
- learning agents
- reward function
- model free
- dynamic resource allocation
- response time
- multi agent