Reinforcement learning approach for resource allocation in humanitarian logistics.
Lina YuCanrong ZhangJingyan JiangHuasheng YangHuayan ShangPublished in: Expert Syst. Appl. (2021)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- resource management
- resource allocation problems
- function approximation
- optimal policy
- model free
- reinforcement learning algorithms
- game theory
- supply chain
- markov decision processes
- supply chain management
- allocation problems
- allocate resources
- multi agent
- distributed resource allocation
- dynamic resource allocation
- resource requirements
- machine learning
- resource usage
- learning process
- allocation strategies
- grid environment
- dynamic programming
- resource allocation decisions
- state space
- trading agents