Dialogue manager domain adaptation using Gaussian process reinforcement learning.
Milica GasicNikola MrksicLina Maria Rojas-BarahonaPei-Hao SuStefan UltesDavid VandykeTsung-Hsien WenSteve J. YoungPublished in: CoRR (2016)
Keyphrases
- gaussian process
- domain adaptation
- reinforcement learning
- semi supervised
- transfer learning
- labeled data
- co training
- cross domain
- semi supervised learning
- bayesian framework
- target domain
- latent variables
- regression model
- model selection
- hyperparameters
- multiple sources
- unlabeled data
- dialogue system
- machine learning
- supervised learning
- state space
- knowledge transfer
- markov decision processes
- active learning
- unsupervised learning
- pairwise
- multi view
- learning algorithm
- learning process
- learning problems
- test data
- cross validation
- multi task
- information extraction
- training set
- support vector
- optimal policy
- data mining