Monte Carlo Search Algorithm Discovery for One Player Games
Francis MaesDavid Lupien St-PierreDamien ErnstPublished in: CoRR (2012)
Keyphrases
- monte carlo
- search algorithm
- monte carlo simulation
- monte carlo methods
- markov chain
- importance sampling
- monte carlo method
- search space
- monte carlo tree search
- search tree
- markovian decision
- adaptive sampling
- simulation study
- branch and bound
- particle filter
- point processes
- policy evaluation
- optimal strategy
- game tree
- uct algorithm
- dynamic programming
- data mining
- quasi monte carlo
- knowledge discovery
- state space
- global illumination
- stochastic approximation
- least squares
- game tree search