Weighted Likelihood Policy Search with Model Selection.
Tsuyoshi UenoKohei HayashiTakashi WashioYoshinobu KawaharaPublished in: NIPS (2012)
Keyphrases
- model selection
- policy search
- cross validation
- selection criterion
- hyperparameters
- reinforcement learning
- bayesian learning
- sample size
- parameter estimation
- maximum likelihood
- continuous state
- feature selection
- reinforcement learning algorithms
- variable selection
- generalization error
- information criterion
- model selection criteria
- dynamic programming
- learning algorithm
- machine learning
- data mining
- reward function
- markov decision processes
- policy gradient