Online Scheduling Optimization for DAG-Based Requests Through Reinforcement Learning in Collaboration Edge Networks.
Yaqiang ZhangZhangbing ZhouZhensheng ShiLin MengZhenjiang ZhangPublished in: IEEE Access (2020)
Keyphrases
- reinforcement learning
- online learning
- cross cultural
- optimization algorithm
- global optimization
- function approximation
- edge detection
- scheduling algorithm
- real time
- vehicle routing
- multi agent
- multiple objectives
- optimization problems
- machine learning
- information sharing
- collaborative learning
- scheduling problem
- social networks
- network structure
- combinatorial optimization
- optimal policy
- edge detector
- knowledge management
- edge information
- model free
- temporal difference
- reinforcement learning algorithms
- dynamic programming
- scheduling policies