Random walk routing algorithm based on Q-learning in optical transport network.
Wei XiaoJunyan ChenXinmei LiMin WangDanli HuangDongying ZhangPublished in: CIS (2022)
Keyphrases
- random walk
- routing algorithm
- transport network
- ad hoc networks
- shortest path
- quality of service
- travel time
- wireless sensor networks
- reinforcement learning
- routing protocol
- public transport
- cooperative
- state space
- markov chain
- energy consumption
- learning algorithm
- network traffic
- directed graph
- optimal policy
- network on chip
- markov random walk
- road network
- sensor networks
- dynamic programming
- transition probability matrix
- genetic algorithm
- constraint satisfaction
- transition probabilities
- np hard
- machine learning