Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm.
Yihong LiXiaoxi ZhangTianyu ZengJingpu DuanChuan WuDi WuXu ChenPublished in: IEEE Trans. Parallel Distributed Syst. (2023)
Keyphrases
- resource allocation
- multi agent reinforcement learning
- machine learning
- reinforcement learning
- multi agent learning
- game theory
- resource allocation problems
- multi agent
- learning agents
- allocation problems
- optimal resource allocation
- machine learning algorithms
- multi agent systems
- distributed resource allocation
- resource allocation decisions
- knowledge acquisition
- artificial intelligence
- learning algorithm
- scarce resources
- resource allocation and scheduling
- stochastic games
- distributed control
- learning agent
- multiagent systems
- cooperative