Investigating the Effects of Playout Strength in Monte-Carlo Go.
Seth PellegrinoPeter DrakePublished in: IC-AI (2010)
Keyphrases
- monte carlo
- global illumination
- markov chain
- monte carlo simulation
- monte carlo methods
- importance sampling
- particle filter
- adaptive sampling
- simulation study
- variance reduction
- temporal difference
- monte carlo tree search
- uct algorithm
- markovian decision
- lower bound
- monte carlo method
- stochastic approximation
- multimedia presentations
- optimal strategy
- point processes