Reinforcement learning based interconnection routing for adaptive traffic optimization.
Sheng-Chun KaoChao-Han Huck YangPin-Yu ChenXiaoli MaTushar KrishnaPublished in: NOCS (2019)
Keyphrases
- reinforcement learning
- real time
- network layer
- function approximation
- logistics distribution
- routing algorithm
- traffic engineering
- optimization problems
- optimization algorithm
- learning algorithm
- ad hoc networks
- vehicle routing
- routing problem
- machine learning
- traffic load
- traffic management
- learning capabilities
- network topology
- state space
- network traffic
- temporal difference
- traffic flow
- road network
- combinatorial optimization
- medium access control
- optimal policy