DeepPR: Incremental Recovery for Interdependent VNFs with Deep Reinforcement Learning.
Genya IshigakiSiddartha DevicRiti GourJason P. JuePublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- function approximation
- incremental learning
- machine learning
- reinforcement learning algorithms
- data driven
- state space
- action selection
- robotic control
- multi agent reinforcement learning
- batch mode
- optimal control
- learning algorithm
- complex systems
- multi agent
- incremental version
- recovery algorithm
- incremental clustering
- reinforcement learning methods
- deep learning
- model free
- markov decision processes
- data sets
- partially observable
- temporal difference
- decision making
- case study
- decision trees
- optimal policy
- genetic algorithm