Joint Offloading, Communication and Collaborative Computation Using Deep Reinforcement Learning in MEC Networks.
Xuefang NieXingbang ChenDingDing ZhangTianqing ZhouJiliang ZhangPublished in: ICCC Workshops (2023)
Keyphrases
- reinforcement learning
- computer networks
- social networks
- high bandwidth
- communication networks
- packet switched
- collaborative learning
- learning algorithm
- state space
- information exchange
- network connectivity
- heterogeneous networks
- function approximation
- learning process
- network structure
- network nodes
- dynamic programming
- communication patterns
- knowledge creation
- network design
- communication systems
- markov decision processes
- communication channels
- communication technologies
- information sharing
- communication cost
- knowledge sharing
- cooperative
- sharing information
- neural network
- complex networks
- geographically dispersed
- supervised learning