Investigating the Limits of Monte-Carlo Tree Search Methods in Computer Go.
Shih-Chieh HuangMartin MüllerPublished in: Computers and Games (2013)
Keyphrases
- monte carlo
- search methods
- monte carlo tree search
- search algorithm
- game tree
- markov chain
- metaheuristic
- monte carlo simulation
- uct algorithm
- importance sampling
- search strategies
- monte carlo methods
- particle filter
- unconstrained optimization
- tree search
- variance reduction
- markovian decision
- temporal difference
- alpha beta
- optimal strategy
- game tree search
- index structure
- machine learning
- adaptive sampling
- search space
- genetic algorithm