Improved Exploration Strategy for Q-Learning Based Multipath Routing in SDN Networks.
Houda HassenSoumaya MeherziZouhair Ben JemaaPublished in: J. Netw. Syst. Manag. (2024)
Keyphrases
- exploration strategy
- reinforcement learning
- unknown environments
- multipath routing
- multi agent
- cooperative
- locally optimal
- multiple paths
- state space
- multiple robots
- learning algorithm
- computer networks
- multipath
- single agent
- network structure
- mobile robot
- function approximation
- free space
- particle swarm optimisation
- real time
- ad hoc networks
- network nodes
- routing protocol
- load balancing
- image sequences