Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge Networks.
Dinh C. NguyenPubudu N. PathiranaMing DingAruna SeneviratnePublished in: CCGRID (2021)
Keyphrases
- reinforcement learning
- heterogeneous networks
- function approximation
- edge detection
- edge information
- network analysis
- state space
- collaborative learning
- temporal difference
- network structure
- collaborative environment
- cooperative
- optimal policy
- markov decision processes
- multi user
- real world
- network model
- edge detector
- heterogeneous data
- network topologies
- social dimensions
- community detection
- weighted graph
- optimal control
- data sets
- transfer learning
- multi agent
- learning algorithm
- genetic algorithm
- neural network