Markov chains and unambiguous automata.
Christel BaierStefan KieferJoachim KleinDavid MüllerJames WorrellPublished in: J. Comput. Syst. Sci. (2023)
Keyphrases
- learning algorithm
- markov chain
- probabilistic automata
- finite state
- finite automata
- steady state
- relative entropy
- transition probabilities
- markov process
- monte carlo
- markov processes
- random walk
- state space
- stationary distribution
- markov model
- machine learning
- monte carlo method
- transition matrix
- stochastic process
- monte carlo simulation
- information theory
- covariance matrix
- non stationary
- search space
- mutual information
- probability distribution
- finite state automata
- dynamic programming