Bound Inference and Reinforcement Learning-based Path Construction in Bandwidth Tomography.
Cuiying FengJianwei AnKui WuJianping WangPublished in: INFOCOM (2021)
Keyphrases
- reinforcement learning
- upper bound
- function approximation
- bayesian networks
- probabilistic inference
- error bounds
- image reconstruction
- machine learning
- tomographic reconstruction
- inference process
- construction process
- efficient learning
- markov decision processes
- learning algorithm
- supervised learning
- state space
- temporal difference
- lower bound
- neural network
- optimal policy
- dynamic programming
- model free
- reinforcement learning algorithms
- learning process
- temporal difference learning
- optical networks