Deep Reinforcement Learning-Based Workload Scheduling for Edge Computing.
Tao ZhengJian WanJilin ZhangCongfeng JiangPublished in: J. Cloud Comput. (2022)
Keyphrases
- reinforcement learning
- scheduling problem
- scheduling algorithm
- scheduling policies
- round robin
- edge information
- function approximation
- reinforcement learning algorithms
- response time
- flexible manufacturing systems
- edge detection
- edge detector
- multi agent reinforcement learning
- resource constraints
- markov decision processes
- dynamic programming
- learning algorithm
- data sets
- resource allocation
- optimal policy
- model free
- multi agent
- information systems
- temporal difference learning
- dynamic scheduling
- machine learning