Resource Allocation in Wireless Networks With Deep Reinforcement Learning: A Circumstance-Independent Approach.
Hyun-Suk LeeJin-Young KimJang-Won LeePublished in: IEEE Syst. J. (2020)
Keyphrases
- resource allocation
- wireless networks
- reinforcement learning
- wireless communication
- resource allocation problems
- ad hoc networks
- packet scheduling
- resource management
- base station
- optimal resource allocation
- cellular networks
- wired networks
- multi hop
- allocation problems
- reinforcement learning algorithms
- allocation strategies
- resource consumption
- video delivery
- resource allocation decisions
- distributed resource allocation
- scarce resources
- resource allocation and scheduling
- network coding
- wireless ad hoc networks
- state space
- learning process
- cooperative