Monte Carlo Planning in RTS Games.
Michael ChungMichael BuroJonathan SchaefferPublished in: CIG (2005)
Keyphrases
- monte carlo
- monte carlo tree search
- game tree search
- game tree
- monte carlo simulation
- importance sampling
- simulation study
- uct algorithm
- markov chain
- planning problems
- monte carlo methods
- game theory
- computer games
- video games
- variance reduction
- particle filter
- matrix inversion
- temporal difference
- light transport
- adaptive sampling
- game playing
- temporal difference learning
- imperfect information
- machine learning
- evaluation function
- search space
- search algorithm
- bayesian networks