Autonomic decentralized elasticity based on a reinforcement learning controller for cloud applications.
Seyed Mohammad Reza NouriHan LiSrikumar VenugopalWenxia GuoMingYun HeWenhong TianPublished in: Future Gener. Comput. Syst. (2019)
Keyphrases
- reinforcement learning
- optimal control
- multi agent
- cloud computing
- function approximation
- adaptive control
- actor critic
- control policy
- control system
- markov decision processes
- cooperative
- closed loop
- peer to peer
- multiagent reinforcement learning
- state space
- machine learning
- optimal policy
- real time
- distributed systems
- control scheme
- dynamic programming
- learning algorithm
- model free
- temporal difference
- continuous state
- controller design
- inverted pendulum
- control algorithm
- autonomic systems
- soft tissue
- neural network
- decentralized control
- autonomic computing
- control strategy
- feedback control
- learning capabilities
- reinforcement learning algorithms
- control method
- pid controller
- robot control
- initial state
- dynamic model
- data center
- particle swarm optimization
- multi agent reinforcement learning
- mobile robot
- learning process
- infinite horizon