Hybrid Multiple Access Resource Allocation based on Multi-agent Deep Transfer Reinforcement Learning.
Yijian ZhangXiaoming WangDapeng LiYouyun XuPublished in: VTC Spring (2022)
Keyphrases
- resource allocation
- multiple access
- reinforcement learning
- multi agent
- transfer learning
- communication systems
- optimal resource allocation
- resource management
- allocation problems
- wireless communication
- resource allocation problems
- resource requirements
- state space
- machine learning
- allocation strategies
- cooperative
- intelligent agents
- markov decision processes
- scarce resources
- learning agents
- frequency hopping
- allocate resources
- multiagent systems
- computer simulation
- information systems
- learning algorithm
- division multiple access
- resource allocation and scheduling
- resource usage
- learning capabilities
- reinforcement learning algorithms
- model free
- combinatorial auctions
- multi user
- learning tasks
- multi agent systems