Cooperative Multi-Agent Deep Reinforcement Learning for Dynamic Virtual Network Allocation With Traffic Fluctuations.
Akito SuzukiRyoichi KawaharaShigeaki HaradaPublished in: IEEE Trans. Netw. Serv. Manag. (2022)
Keyphrases
- reinforcement learning
- network traffic
- cooperative multi agent
- traffic analysis
- dynamic networks
- internet traffic
- transportation networks
- resource utilization
- network conditions
- network resources
- telecommunication networks
- traffic data
- dynamic environments
- origin destination
- traffic load
- high speed networks
- traffic patterns
- network layer
- virtual environment
- function approximation
- computer networks
- resource allocation
- allocation scheme
- peer to peer
- mesh network
- network traffic monitoring
- model free
- atm networks
- wireless sensor networks
- markov decision processes
- virtual world
- neural network