CP-operated dash caching via reinforcement learning.
Zhengyuan PangLifeng SunZhi WangWen HuShiqiang YangPublished in: ICME (2017)
Keyphrases
- reinforcement learning
- constraint programming
- function approximation
- model free
- web caching
- multi agent
- prefetching
- query processing
- state space
- data access
- machine learning
- learning algorithm
- markov decision processes
- temporal difference
- transition model
- robotic control
- cache replacement
- consistency maintenance
- learning problems
- optimal policy
- supervised learning
- learning process
- access patterns
- temporal difference learning
- neural network
- policy search
- caching scheme