Scalable and Efficient URLLC Resource Allocation Based on Offline Graph Reinforcement Learning.
Jiaqi RenWenpeng JingXiangming WenZhaoming LuShuyue ZhaoPublished in: ICAIIC (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- allocation problems
- real time
- allocation strategies
- resource requirements
- scarce resources
- social welfare
- resource allocation and scheduling
- resource allocation decisions
- game theory
- markov decision processes
- random walk
- learning algorithm
- model free
- resource usage
- combinatorial auctions
- allocate resources
- dynamic resource allocation
- np hard
- lower bound
- market equilibrium