Optimal Monte Carlo Estimation of Belief Network Inference.
Malcolm PradhanPaul DagumPublished in: UAI (1996)
Keyphrases
- monte carlo
- importance sampling
- monte carlo simulation
- optimal strategy
- markov chain
- adaptive sampling
- simulation study
- markovian decision
- worst case
- monte carlo methods
- stochastic approximation
- monte carlo tree search
- variance reduction
- particle filter
- dynamic programming
- markov chain monte carlo
- maximum likelihood estimation
- monte carlo method
- global illumination
- temporal difference
- game tree
- matrix inversion
- estimation error