Applications of Reinforcement Learning to Structured Prediction.
Francis MaesLudovic DenoyerPatrick GallinariPublished in: EWRL (2008)
Keyphrases
- structured prediction
- reinforcement learning
- maximum margin
- conditional random fields
- efficient learning
- learning algorithm
- latent variables
- convex optimization
- markov networks
- state space
- transfer learning
- machine learning
- probabilistic model
- belief networks
- approximate inference
- supervised learning
- structured prediction problems
- graphical models
- knn
- information retrieval