Inductive inference from noisy examples using the hybrid finite state filter.
Marco GoriMarco MagginiEnrico MartinelliGiovanni SodaPublished in: IEEE Trans. Neural Networks (1998)
Keyphrases
- finite state
- inductive inference
- markov chain
- context free
- recursive functions
- learning paradigms
- markov decision processes
- kolmogorov complexity
- model checking
- languages from positive data
- grammatical inference
- intrinsic complexity
- optimal policy
- case based learning
- learning from positive data
- hypothesis spaces
- transductive inference
- algebraic structures
- vc dimension
- noisy data
- action sets
- real valued functions
- transition systems
- completely independent
- search algorithm