Multi-Agent Deep Reinforcement Learning Based Resource Allocation for Ultra-Reliable Low-Latency Internet of Controllable Things.
Yang XiaoYuqian SongJun LiuPublished in: IEEE Trans. Wirel. Commun. (2023)
Keyphrases
- resource allocation
- low latency
- reinforcement learning
- multi agent
- high speed
- high throughput
- resource management
- resource allocation problems
- highly efficient
- optimal resource allocation
- virtual machine
- real time
- learning algorithm
- allocation problems
- multi agent systems
- multiagent systems
- reinforcement learning algorithms
- state space
- markov decision processes
- single agent
- stream processing
- optimal policy
- intelligent agents
- combinatorial auctions
- decentralized decision making
- resource allocation decisions
- cost effective
- data management
- scarce resources