Reinforcement Learning-Based Resource Allocation for M2M Communications over Cellular Networks.
Sree Krishna DasMd. Siddikur RahmanLina S. MohjaziMuhammad Ali ImranKhaled M. RabiePublished in: WCNC (2022)
Keyphrases
- resource allocation
- cellular networks
- reinforcement learning
- wireless networks
- resource allocation problems
- mobile users
- base station
- long term evolution
- optimal resource allocation
- resource management
- state space
- communication networks
- mobile networks
- supply chain management
- communication systems
- allocation problems
- resource allocation and scheduling
- resource allocation decisions
- wireless communication
- multi hop
- reinforcement learning algorithms
- learning algorithm
- optimal policy
- wifi
- cognitive radio
- fourth generation
- scarce resources
- electronic commerce
- distributed resource allocation
- multi agent