Time series compression based on reinforcement learning.
Nan JiangQingping XiangHongzhi WangBo ZhengPublished in: Inf. Sci. (2023)
Keyphrases
- reinforcement learning
- function approximation
- image compression
- compression algorithm
- dynamic time warping
- compression ratio
- temporal difference
- compression scheme
- markov decision processes
- model free
- robotic control
- state space
- chronic hepatitis
- action selection
- reinforcement learning algorithms
- multivariate time series
- temporal abstractions
- temporal difference learning
- data compression
- learning algorithm
- machine learning
- optimal control
- optimal policy
- non stationary
- learning process
- moving average
- autoregressive
- symbolic representation
- lossless compression
- multi agent
- financial time series
- image sequences
- quasi periodic
- data mining