Resource Allocation Using Deep Reinforcement Learning in GEO Multibeam Satellite System.
Xinshi ChangChaowei WangMingliang PangJi WangWeidong WangPublished in: BMSB (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- state space
- optimal resource allocation
- function approximation
- reinforcement learning algorithms
- optimal policy
- game theory
- markov decision processes
- allocation problems
- learning process
- scarce resources
- resource allocation decisions
- distributed resource allocation
- allocate resources
- model free
- dynamic programming
- resource requirements
- temporal difference
- multi agent
- learning algorithm
- social welfare
- trading agents
- cooperative
- machine learning