Regular Decision Processes: Modelling Dynamic Systems without Using Hidden Variables.
Ronen I. BrafmanGiuseppe De GiacomoPublished in: AAMAS (2019)
Keyphrases
- dynamic systems
- decision processes
- hidden variables
- qualitative models
- bayesian networks
- complex systems
- probabilistic model
- continuous variables
- qualitative reasoning
- latent variables
- reasoning process
- consistency based diagnosis
- decision process
- discrete event
- decision problems
- generative model
- bayesian inference
- em algorithm
- models with hidden variables
- decision making
- dynamical systems
- markov decision processes
- state variables
- model based diagnosis
- missing values
- posterior distribution
- particle filter
- graphical models
- model checking
- parameter estimation
- semi supervised
- reinforcement learning
- network structure