Bias and Variance Approximation in Value Function Estimates.
Shie MannorDuncan SimesterPeng SunJohn N. TsitsiklisPublished in: Manag. Sci. (2007)
Keyphrases
- low variance
- linear approximation
- variance reduction
- unbiased estimator
- approximation error
- real valued
- bias variance decomposition
- weight function
- standard deviation
- pointwise
- continuous functions
- greedy algorithm
- naive bayes
- reinforcement learning
- sufficient statistics
- bias variance
- series expansion
- update equations
- information systems