Learning action-oriented models through active inference.
Alexander TschantzAnil K. SethChristopher L. BuckleyPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- structured prediction
- learning process
- prior knowledge
- complex systems
- markov logic networks
- learning systems
- decision theoretic
- learning tasks
- learning models
- learning algorithm
- learning from experience
- efficient learning
- parameter learning
- grammatical inference
- dynamic bayesian networks
- learning rules
- reinforcement learning
- collective inference
- accurate models
- probabilistic modeling
- collective classification
- boltzmann machine
- inductive inference
- qualitative models
- classification models
- statistical models
- mobile learning
- machine learning algorithms
- online learning
- training data
- knowledge base