Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search.
Aijun BaiFeng WuXiaoping ChenPublished in: NIPS (2013)
Keyphrases
- monte carlo tree search
- monte carlo
- markov chain monte carlo
- bayesian reinforcement learning
- tree search algorithm
- dirichlet process
- bayesian inference
- bayesian networks
- evaluation function
- markov chain
- posterior distribution
- particle filter
- expectation maximization
- monte carlo search
- optimal policy
- dynamic bayesian networks
- game tree
- reinforcement learning
- random fields
- probabilistic inference
- control strategy
- temporal difference learning
- reinforcement learning methods
- maximum likelihood
- optimal solution
- decision making