Towards Self-Driving Optical Networking with Reinforcement Learning and Knowledge Transferring.
Xiaoliang ChenRoberto ProiettiChe-Yu LiuS. J. Ben YooPublished in: ONDM (2020)
Keyphrases
- reinforcement learning
- knowledge base
- domain knowledge
- previously learned
- data sets
- knowledge based systems
- knowledge representation
- knowledge management
- knowledge extraction
- knowledge transfer
- transfer learning
- learning systems
- knowledge acquisition
- peer to peer
- state space
- knowledge discovery
- active learning
- expert systems
- supervised learning
- mobile robot
- higher level
- dynamic programming
- knowledge sharing
- knowledge sources
- optimal control
- learning process
- complex domains
- three dimensional
- policy search