Maximum Likelihood Diagnosis in Partially Observable Finite State Machines.
Eleftheria AthanasopoulouChristoforos N. HadjicostisPublished in: ISIC (2005)
Keyphrases
- finite state machines
- partially observable
- maximum likelihood
- decision problems
- reinforcement learning
- dynamical systems
- state space
- markov decision processes
- partial observability
- finite state automata
- model checking
- em algorithm
- partial observations
- infinite horizon
- markov decision problems
- parameter estimation
- partially observable environments
- action models
- hidden markov models
- belief state
- expectation maximization
- regular expressions
- database
- planning domains
- matching algorithm
- reward function
- computational complexity
- query language
- optimal policy