Multi-agent deep reinforcement learning for collaborative task offloading in mobile edge computing networks.
Minxuan ChenAihuang GuoChunlin SongPublished in: Digit. Signal Process. (2023)
Keyphrases
- reinforcement learning
- multi agent
- mobile devices
- cooperative
- mobile phone
- state space
- function approximation
- multi agent environments
- reinforcement learning agents
- multi agent reinforcement learning
- model free
- machine learning
- intelligent agents
- optimal policy
- network connectivity
- edge detection
- markov decision processes
- temporal difference
- technology supported
- edge information
- learning agents
- reinforcement learning algorithms
- autonomous agents
- mobile wireless
- collaborative learning
- dynamic programming
- multiagent reinforcement learning
- wireless technologies
- mobile nodes
- neural network
- wireless medium
- multiple agents
- computer supported collaborative learning
- optimal control
- mobile users
- edge detector
- complex networks
- network structure
- transfer learning
- social network analysis
- multiscale
- social networks