Impact of network settings on reinforcement learning based caching policy in cooperative edge networks.
Xiaobao ChengMinghan GaoQiang GaoXiao-Hong PengPublished in: ICT Express (2023)
Keyphrases
- cooperative
- network structure
- reinforcement learning
- complex networks
- network size
- network topologies
- optimal policy
- network model
- network design
- computer networks
- network parameters
- telecommunication networks
- counter propagation
- scale free
- real world networks
- user perceived
- transport network
- heterogeneous networks
- network resources
- multi agent
- state space
- community structure
- multi agent reinforcement learning
- network effects
- internet traffic
- communication networks
- centrality measures
- connectionist networks
- optical networks
- future internet
- power law
- network traffic
- cache management
- link prediction
- policy search
- cellular networks
- small world
- learning algorithm
- information diffusion
- network analysis
- multi agent systems
- social networks
- network nodes
- control policy
- markov decision process
- response time
- wireless sensor networks