Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks.
Siyuan LiXi LinHansong XuKun HuaXiaomin JinGaolei LiJianhua LiPublished in: CoRR (2024)
Keyphrases
- multi agent
- access points
- reinforcement learning
- cellular networks
- network infrastructure
- wireless networks
- multimedia services
- access network
- industrial applications
- single agent
- multi agent systems
- web services
- network resources
- edge information
- mobile devices
- cooperative
- multiagent systems
- network connectivity
- wireless communication
- learning agents
- function approximation
- edge detection
- agent based simulations
- wireless internet
- service oriented
- service providers
- multiple agents
- model free
- communication technologies
- mobile users
- ad hoc networks
- network structure
- mobile phone
- state space
- multimedia communication
- multiagent reinforcement learning
- dynamic programming
- social networks
- learning algorithm