Explicit State Space and Markov Chain Generation Using Decision Diagrams.
Junaid BabarAndrew S. MinerPublished in: EPEW (2014)
Keyphrases
- hidden markov models
- markov chain
- state space
- decision diagrams
- markov decision processes
- planning problems
- steady state
- finite state
- reinforcement learning
- heuristic search
- dynamic programming
- monte carlo
- transition probabilities
- markov model
- markov models
- optimal policy
- monte carlo method
- random walk
- particle filter
- state transition
- monte carlo simulation
- stationary distribution
- transition matrix
- search space
- binary decision diagrams
- efficient computation
- dynamical systems
- multi valued
- initial state
- genetic algorithm