A Survey on Applications of Reinforcement Learning in Spatial Resource Allocation.
Di ZhangMoyang WangJoseph MangoXiang LiXianrui XuPublished in: CoRR (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- allocate resources
- allocation strategies
- allocation problems
- resource requirements
- social welfare
- resource allocation and scheduling
- resource usage
- function approximation
- learning algorithm
- distributed resource allocation
- multi agent
- model free
- game theory
- resource allocation decisions
- scarce resources
- learning process
- machine learning
- market equilibrium
- dynamic resource allocation
- reinforcement learning algorithms
- dynamic programming
- markov decision processes
- learning agents
- grid environment