Curiosity driven incremental LDA agent active learning.
Shaoning PangSeiichi OzawaNikola K. KasabovPublished in: IJCNN (2009)
Keyphrases
- active learning
- multi agent systems
- multi agent
- linear discriminant analysis
- data driven
- intelligent agents
- latent dirichlet allocation
- face recognition
- multiagent systems
- discriminant analysis
- software agents
- agent model
- batch mode
- multiple agents
- topic models
- generative model
- agent systems
- decision making
- dimensionality reduction
- action selection
- semi supervised
- training set
- selective sampling
- topic modeling
- learning algorithm
- null space
- mobile agents
- feature extraction
- cost sensitive
- dynamic environments
- experimental design
- pedagogical agents
- em algorithm
- co occurrence
- relevance feedback
- training data
- subspace methods
- latent topics
- decision trees
- machine learning
- pool based active learning
- linear discriminate analysis