Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach.
Waleed AhsanWenqiang YiZhijin QinYuanwei LiuArumugam NallanathanPublished in: IEEE Trans. Wirel. Commun. (2021)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- management system
- allocation problems
- optimal resource allocation
- allocation strategies
- resource allocation problems
- long term evolution
- packet scheduling
- resource requirements
- resource usage
- markov decision processes
- distributed resource allocation
- allocate resources
- combinatorial auctions
- grid environment
- social welfare
- resource allocation decisions
- state space
- power allocation
- scarce resources
- machine learning
- market equilibrium
- learning process
- dynamic programming
- dynamic resource allocation
- flow network
- resource availability
- optimal policy
- model free