Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning.
Jean-Bastien GrillMichal ValkoRémi MunosPublished in: NIPS (2016)
Keyphrases
- monte carlo
- markov chain
- importance sampling
- monte carlo simulation
- monte carlo tree search
- simulation study
- particle filter
- adaptive sampling
- monte carlo methods
- monte carlo method
- variance reduction
- machine learning
- temporal difference
- heuristic search
- markovian decision
- quasi monte carlo
- path finding
- matrix inversion
- policy evaluation
- game tree search
- optimal strategy
- sample size
- search algorithm