All-Moves-As-First Heuristics in Monte-Carlo Go.
David P. HelmboldAleatha Parker-WoodPublished in: IC-AI (2009)
Keyphrases
- monte carlo
- monte carlo methods
- importance sampling
- markov chain
- monte carlo simulation
- particle filter
- markovian decision
- adaptive sampling
- monte carlo tree search
- optimal strategy
- matrix inversion
- monte carlo method
- simulation study
- stochastic approximation
- tree search
- temporal difference
- game tree search
- variance reduction
- game tree
- search algorithm
- confidence intervals
- model selection
- graphical models
- uct algorithm
- probabilistic model