Localizing Search in Monte-Carlo Go using Statistical Covariance.
Seth PellegrinoA. HubbardJ. GalbraithPeter DrakeYung-Pin ChenPublished in: J. Int. Comput. Games Assoc. (2009)
Keyphrases
- monte carlo
- importance sampling
- monte carlo simulation
- markov chain
- game tree search
- search algorithm
- monte carlo tree search
- monte carlo methods
- search space
- confidence intervals
- stochastic approximation
- markov chain monte carlo
- optimal strategy
- game tree
- adaptive sampling
- point processes
- statistical inference
- matrix inversion
- simulation study
- particle filter
- minimax search
- quasi monte carlo
- tree search
- markovian decision