Bayesian Optimized Monte Carlo Planning.
John MernAnil YildizZachary SunbergTapan MukerjiMykel J. KochenderferPublished in: CoRR (2020)
Keyphrases
- monte carlo
- monte carlo methods
- monte carlo simulation
- importance sampling
- markov chain
- markovian decision
- optimal strategy
- adaptive sampling
- planning problems
- simulation study
- particle filter
- bayesian networks
- bayesian inference
- markov chain monte carlo
- variance reduction
- game tree search
- monte carlo tree search
- maximum likelihood
- learning algorithm
- temporal difference
- bayesian learning
- sample size