Inverse Reinforcement Learning with Graph Neural Networks for IoT Resource Allocation.
Guangchen WangPeng ChengZhuo ChenWei XiangBranka VuceticYonghui LiPublished in: ICASSP (2023)
Keyphrases
- resource allocation
- inverse reinforcement learning
- neural network
- resource allocation problems
- partially observable environments
- preference elicitation
- allocation problems
- directed graph
- scarce resources
- optimal resource allocation
- game theory
- management system
- random walk
- fuzzy logic
- reward function
- combinatorial auctions
- learning capabilities
- monte carlo
- linear programming
- optimal solution