RL-Routing: An SDN Routing Algorithm Based on Deep Reinforcement Learning.
Yi-Ren ChenAmir RezapourWen-Guey TzengShi-Chun TsaiPublished in: IEEE Trans. Netw. Sci. Eng. (2020)
Keyphrases
- routing algorithm
- reinforcement learning
- routing protocol
- wireless sensor networks
- ad hoc networks
- shortest path
- function approximation
- multipath
- routing problem
- path selection
- qos routing
- state space
- reinforcement learning algorithms
- network routing
- model free
- network traffic
- routing scheme
- optimal policy
- temporal difference
- markov decision processes
- energy consumption
- rl algorithms
- learning algorithm
- dynamic programming
- network topology
- transmission range
- energy aware
- end to end delay
- network coding
- network reliability
- network on chip
- machine learning
- digital libraries
- sensor networks
- wireless ad hoc networks
- network resources
- mobile ad hoc networks
- interconnection networks
- data transmission
- multi hop
- dijkstra algorithm
- supervised learning
- dynamic routing
- function approximators
- qos parameters
- sensor nodes
- packet delivery