Towards optimising Fog caching using Deep Reinforcement Learning.
Mohammed Amine TajioueFatima-zahra MoutaiSalma AzzouziMy El Hassan CharafPublished in: ICECOCS (2022)
Keyphrases
- reinforcement learning
- function approximation
- state space
- multi agent
- reinforcement learning algorithms
- optimal policy
- model free
- prefetching
- deep learning
- single image
- learning algorithm
- query processing
- temporal difference
- web caching
- multi agent reinforcement learning
- machine learning
- reward function
- data access
- learning problems
- markov decision processes
- mobile environments
- optimal control
- temporal difference learning
- stochastic approximation
- transfer learning
- data sets
- hit ratio