An Adaptive Decision Making Approach Based on Reinforcement Learning for Self-Managed Cloud Applications.
Yongming YanBin ZhangJun GuoPublished in: ICWS (2016)
Keyphrases
- reinforcement learning
- decision making
- situation awareness
- action selection
- cloud computing
- decision support
- decision makers
- service oriented
- function approximation
- state space
- machine learning
- learning algorithm
- decision support system
- adaptive learning
- temporal difference
- model free
- data mining
- markov decision processes
- optimal policy
- virtual machine
- reinforcement learning methods
- robotic control
- data center
- information processing
- supply chain
- multi agent
- database
- optimal control
- influence diagrams
- decision process
- operating system
- learning process
- database systems
- making decisions
- temporal difference learning
- neural network
- data analytics
- databases