Monte-Carlo Planning: Theoretically Fast Convergence Meets Practical Efficiency.
Zohar FeldmanCarmel DomshlakPublished in: UAI (2013)
Keyphrases
- monte carlo
- stochastic approximation
- markov chain
- monte carlo simulation
- importance sampling
- monte carlo methods
- adaptive sampling
- simulation study
- particle filter
- matrix inversion
- monte carlo tree search
- temporal difference
- policy evaluation
- machine learning
- convergence rate
- computational cost
- markovian decision
- optimal strategy
- monte carlo method
- game tree search
- confidence intervals
- sample size
- search algorithm