Q-Learning Based Routing in Optical Networks.
Nolen B. BryantKwok K. ChungJie FengSommer HarrisKristine N. UmehMichal AibinPublished in: CCECE (2022)
Keyphrases
- optical networks
- wavelength division multiplexing
- link failure
- service differentiation
- reinforcement learning
- cooperative
- wdm networks
- multi agent
- network topology
- routing protocol
- state space
- wireless networks
- ad hoc networks
- routing algorithm
- routing and wavelength assignment
- routing problem
- optimal policy
- energy consumption
- real time
- wireless ad hoc networks
- peer to peer
- general purpose
- video sequences
- learning algorithm