Some improvements in Monte Carlo tree search algorithms for sudden death games.
Chih-Hung ChenWei-Lin WuYu-Heng ChenShun-Shii LinPublished in: J. Int. Comput. Games Assoc. (2018)
Keyphrases
- monte carlo
- game tree
- game tree search
- monte carlo tree search
- alpha beta
- search algorithm
- tree search
- importance sampling
- imperfect information
- markov chain
- simulation study
- game playing
- monte carlo simulation
- variance reduction
- monte carlo methods
- optimal strategy
- adaptive sampling
- stochastic approximation
- tree structure
- monte carlo method
- matrix inversion
- uct algorithm
- path finding
- temporal difference
- particle filter