Deep Reinforcement Learning Based Wireless Resource Allocation for V2X Communications.
Jiahang LiJunhui ZhaoXiaoke SunPublished in: WCSP (2021)
Keyphrases
- resource allocation
- reinforcement learning
- wireless communication
- communication technologies
- resource management
- function approximation
- wireless networks
- optimal resource allocation
- state space
- resource allocation problems
- fourth generation
- communication systems
- resource requirements
- allocation strategies
- communication networks
- multi agent
- optimal policy
- markov decision processes
- reinforcement learning algorithms
- allocate resources
- learning algorithm
- temporal difference
- wireless systems
- model free
- scarce resources
- wireless channels
- resource availability
- power allocation
- resource allocation decisions
- social welfare
- cellular networks
- allocation problems
- dynamic resource allocation
- load balancing
- distributed resource allocation