Deep Reinforcement Learning for Resource Allocation in Massive MIMO.
Liang ChenFanglei SunKai LiRuiqing ChenYang YangJun WangPublished in: EUSIPCO (2021)
Keyphrases
- resource allocation
- reinforcement learning
- power allocation
- resource management
- resource allocation problems
- function approximation
- resource requirements
- allocate resources
- allocation problems
- reinforcement learning algorithms
- state space
- optimal resource allocation
- optimal policy
- allocation strategies
- model free
- temporal difference
- scarce resources
- communication systems
- markov decision processes
- learning algorithm
- resource consumption
- mimo systems
- social welfare
- market equilibrium
- resource usage
- fading channels
- wireless channels
- machine learning
- grid environment
- resource allocation and scheduling