Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood.
Linhao DongYanbing BaiQingsong XuErick MasPublished in: DEXA (2) (2022)
Keyphrases
- resource allocation
- damage assessment
- reinforcement learning
- resource management
- function approximation
- cooperative
- resource allocation problems
- multi agent
- resource requirements
- state space
- allocation strategies
- action selection
- reinforcement learning algorithms
- learning algorithm
- optimal resource allocation
- allocation problems
- game theory
- combinatorial auctions
- resource allocation decisions
- power allocation
- allocate resources
- resource allocation and scheduling
- resource availability
- job scheduling
- model free
- trading agents
- bidding strategies
- dynamic resource allocation
- grid environment
- distributed resource allocation
- autonomous agents