Online Optimization for Network Resource Allocation and Comparison with Reinforcement Learning Techniques.
Ahmed Sid-AliIoannis LambadarisYiqiang Q. ZhaoGennady ShaikhetAmirhossein AsgharniaPublished in: CoRR (2023)
Keyphrases
- resource allocation
- optimal resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- resource requirements
- allocation problems
- online learning
- allocation strategies
- function approximation
- dynamic resource allocation
- state space
- resource availability
- market equilibrium
- resource allocation decisions
- scarce resources
- allocate resources
- flow network
- markov decision processes
- cooperative