Structured prediction with reinforcement learning.
Francis MaesLudovic DenoyerPatrick GallinariPublished in: Mach. Learn. (2009)
Keyphrases
- structured prediction
- reinforcement learning
- maximum margin
- conditional random fields
- efficient learning
- approximate inference
- latent variables
- markov networks
- learning algorithm
- convex optimization
- state space
- machine learning
- dynamic programming
- belief networks
- gaussian process
- bayesian networks
- message passing
- markov random field
- prior knowledge
- structured prediction problems