Reinforcement Learning for Provisioning OTN Leased Lines.
Ashwin GumasteJoão PedroHarald BockPublished in: OFC (2023)
Keyphrases
- reinforcement learning
- function approximation
- learning algorithm
- line drawings
- state space
- temporal difference
- model free
- straight line
- optimal policy
- hough transform
- telecommunication services
- cloud computing
- dynamic programming
- machine learning
- markov decision processes
- temporal difference learning
- multi agent reinforcement learning
- line segments
- quality of service
- optimal control
- resource management
- robotic control
- stochastic approximation
- real time
- policy search
- engineering drawings
- autonomous learning
- reinforcement learning methods
- partially observable
- reward function
- real world
- multi agent