A Survey of Monte Carlo Tree Search Methods.
Cameron BrowneEdward Jack PowleyDaniel WhitehouseSimon M. LucasPeter I. CowlingPhilipp RohlfshagenStephen TavenerDiego Perez LiebanaSpyridon SamothrakisSimon ColtonPublished in: IEEE Trans. Comput. Intell. AI Games (2012)
Keyphrases
- monte carlo
- search methods
- search algorithm
- monte carlo simulation
- metaheuristic
- search strategies
- markov chain
- tree search
- particle filter
- importance sampling
- tree structure
- game tree
- monte carlo methods
- variance reduction
- index structure
- unconstrained optimization
- nearest neighbor search
- adaptive sampling
- heuristic function
- stochastic approximation
- monte carlo tree search
- b tree
- markovian decision
- neural network
- game tree search
- optimal strategy
- high dimensional
- quasi monte carlo