Model-free Control for Distributed Stream Data Processing using Deep Reinforcement Learning.
Teng LiZhiyuan XuJian TangYanzhi WangPublished in: Proc. VLDB Endow. (2018)
Keyphrases
- model free
- reinforcement learning
- data processing
- reinforcement learning algorithms
- impedance control
- control problems
- function approximation
- temporal difference
- data acquisition
- multi agent
- optimal control
- data analysis
- policy iteration
- adaptive control
- control strategies
- rl algorithms
- stream processing
- master slave
- data streams
- learning algorithm
- policy evaluation
- state space
- reinforcement learning methods
- data management
- query processing
- reward function
- average reward
- action selection
- control system
- machine learning
- radial basis function
- supervised learning
- markov decision processes