A Control-Oriented Notion of Finite State Approximation.
Danielle C. TarrafPublished in: IEEE Trans. Autom. Control. (2012)
Keyphrases
- finite state
- markov chain
- markov decision processes
- model checking
- control system
- policy iteration algorithm
- optimal policy
- partially observable markov decision processes
- optimal control
- tree automata
- average cost
- linear programming
- machine learning
- least squares
- policy iteration
- wavelet transform
- transition systems
- completely independent
- probabilistic model
- continuous time bayesian networks