Partitioning and Gaussian Processes for Accelerating Sampling in Monte Carlo Tree Search for Continuous Decisions.
Menghan LiuGiulia PedrielliYumeng CaoPublished in: WSC (2021)
Keyphrases
- gaussian processes
- monte carlo tree search
- monte carlo
- gaussian process
- gaussian process regression
- evaluation function
- decision makers
- covariance function
- markov chain
- gaussian process models
- hyperparameters
- random sampling
- semi supervised
- regression model
- game tree
- multi task
- decision trees
- temporal difference
- learning algorithm
- cross validation
- model selection
- search algorithm