A platform for turn-based strategy games, with a comparison of Monte-Carlo algorithms.
Tsubasa FujikiKokolo IkedaSimon ViennotPublished in: CIG (2015)
Keyphrases
- monte carlo
- stochastic approximation
- monte carlo tree search
- monte carlo methods
- learning algorithm
- quasi monte carlo
- importance sampling
- matrix inversion
- monte carlo simulation
- optimal strategy
- game tree search
- machine learning
- point processes
- policy evaluation
- game tree
- markov chain monte carlo
- markov chain
- computational cost
- search space
- simulation study
- least squares
- computational complexity
- bayesian networks
- adaptive sampling
- graphical models