QoE Driven Resource Allocation in Massive IoT: A Deep Reinforcement Learning Approach.
Jianan ZhaoShaoyi XuDongji LiPublished in: ICC Workshops (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- function approximation
- resource allocation problems
- optimal resource allocation
- management system
- reinforcement learning algorithms
- state space
- resource requirements
- scarce resources
- resource allocation decisions
- learning algorithm
- allocation problems
- allocation strategies
- machine learning
- social welfare
- resource consumption
- resource availability
- resource usage
- temporal difference
- model free
- markov decision processes
- multi agent
- learning capabilities
- network management
- video streaming
- allocate resources
- packet loss
- cloud computing
- market equilibrium