A Monte-Carlo AIXI Approximation.
Joel VenessKee Siong NgMarcus HutterWilliam T. B. UtherDavid SilverPublished in: J. Artif. Intell. Res. (2011)
Keyphrases
- monte carlo
- markovian decision
- importance sampling
- adaptive sampling
- markov chain
- monte carlo simulation
- monte carlo method
- simulation study
- monte carlo methods
- policy evaluation
- temporal difference
- matrix inversion
- confidence intervals
- variance reduction
- stochastic approximation
- bayesian networks
- optimal strategy
- game tree
- global illumination
- monte carlo tree search
- quasi monte carlo