Analyticity of Entropy Rates of Continuous-State Hidden Markov Models.
Vladislav Z. B. TadicArnaud DoucetPublished in: IEEE Trans. Inf. Theory (2019)
Keyphrases
- hidden markov models
- continuous state
- hidden state
- reinforcement learning
- robot navigation
- finite state
- state dependent
- control policies
- action space
- planning problems
- conditional random fields
- markov models
- partially observable markov decision processes
- baum welch
- machine learning
- sequential data
- markov model
- markov chain
- learning algorithm
- steady state
- probability distribution
- computational complexity