Monte carlo bayesian hierarchical reinforcement learning.
Ngo Anh VienHung Quoc NgoWolfgang ErtelPublished in: AAMAS (2014)
Keyphrases
- monte carlo
- hierarchical reinforcement learning
- monte carlo methods
- reinforcement learning
- importance sampling
- monte carlo simulation
- markov chain monte carlo
- markov chain
- bayesian networks
- model free
- maximum likelihood
- markovian decision
- optimal strategy
- posterior probability
- monte carlo tree search
- state abstraction
- posterior distribution
- adaptive sampling
- point processes
- reward function
- particle filter
- machine learning
- quasi monte carlo