Bias-Variance Trade-off and Overlearning in Dynamic Decision Problems.
A. Max ReppenH. Mete SonerPublished in: CoRR (2020)
Keyphrases
- decision problems
- bias variance
- trade off
- influence diagrams
- bias variance decomposition
- utility function
- computational complexity
- decision model
- optimal policy
- np hard
- optimal strategy
- decision processes
- multiple criteria
- bandit problems
- sensitivity analysis
- low variance
- bayesian decision problems
- probabilistic inference
- data sets
- text mining
- search space
- search algorithm
- training data