Rethinking reinforcement learning for cloud elasticity.
Konstantinos LolosIoannis KonstantinouVerena KantereNectarios KozirisPublished in: SoCC (2017)
Keyphrases
- robotic control
- reinforcement learning
- cloud computing
- machine learning
- learning algorithm
- state space
- control problems
- reinforcement learning algorithms
- model free
- function approximation
- direct policy search
- data mining
- private cloud
- action space
- temporal difference
- soft tissue
- virtual machine
- data center
- markov decision processes
- optimal policy
- dynamic programming
- learning process
- decision making
- information systems
- search engine