A Reliable Reinforcement Learning for Resource Allocation in Uplink NOMA-URLLC Networks.
Waleed AhsanWenqiang YiYuanwei LiuArumugam NallanathanPublished in: CoRR (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- optimal resource allocation
- resource availability
- allocation strategies
- allocate resources
- packet scheduling
- allocation problems
- long term evolution
- resource allocation and scheduling
- machine learning
- markov decision processes
- resource allocation decisions
- scarce resources
- resource consumption
- resource requirements
- distributed resource allocation
- learning algorithm
- network resources
- model free
- combinatorial auctions
- optimal policy
- social welfare
- grid resource
- cellular networks
- management system
- state space
- dynamic programming
- multi agent