Deep-Q Reinforcement Learning based Resource Allocation in Wireless Communication Networks.
V. ArunaL. AnjaneyuluChayan BharPublished in: iSES (2022)
Keyphrases
- communication networks
- resource allocation
- wireless communication
- reinforcement learning
- wireless channels
- data transmission
- distributed databases
- resource management
- network infrastructure
- resource allocation problems
- base station
- network structure
- optimal resource allocation
- computer networks
- wireless networks
- allocation problems
- combinatorial auctions
- multi agent
- reinforcement learning algorithms
- machine learning
- resource allocation decisions
- state space
- scarce resources
- resource allocation and scheduling
- markov decision processes
- cognitive radio
- mobile networks
- smart card
- optimal policy
- decision support
- social networks