A Reliable Reinforcement Learning for Resource Allocation in Uplink NOMA-URLLC Networks.
Waleed AhsanWenqiang YiYuanwei LiuArumugam NallanathanPublished in: IEEE Trans. Wirel. Commun. (2022)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- resource management
- long term evolution
- resource allocation problems
- packet scheduling
- allocation strategies
- machine learning
- resource allocation decisions
- allocation problems
- resource allocation and scheduling
- market equilibrium
- resource usage
- resource requirements
- multi agent
- resource consumption
- social welfare
- power allocation
- dynamic resource allocation
- grid environment
- flow network
- cellular networks
- markov decision processes
- optimal policy
- state space
- dynamic programming
- distributed resource allocation
- learning process