DiCE: The Infinitely Differentiable Monte Carlo Estimator.
Jakob N. FoersterGregory FarquharMaruan Al-ShedivatTim RocktäschelEric P. XingShimon WhitesonPublished in: ICML (2018)
Keyphrases
- monte carlo
- importance sampling
- variance reduction
- markov chain
- confidence intervals
- least squares
- monte carlo simulation
- maximum likelihood
- finite number
- simulation study
- objective function
- monte carlo tree search
- monte carlo methods
- global illumination
- matrix inversion
- particle filter
- monte carlo method
- stochastic approximation
- adaptive sampling
- markovian decision
- optimal strategy
- policy evaluation