Reinforcement Learning for Resource Allocation in LEO Satellite Networks.
Wipawee UsahaJavier A. BarriaPublished in: IEEE Trans. Syst. Man Cybern. Part B (2007)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- game theory
- function approximation
- resource allocation decisions
- resource requirements
- allocation problems
- allocation strategies
- optimal policy
- state space
- allocate resources
- distributed resource allocation
- dynamic resource allocation
- resource consumption
- social welfare
- resource usage
- machine learning
- temporal difference
- scarce resources
- combinatorial auctions
- markov decision processes
- market equilibrium
- dynamic programming
- resource allocation and scheduling