Decision Making Under Uncertainty Pdf 180608 | Book Item Download 2023-01-30 14-20-14

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File: Decision Making Under Uncertainty Pdf 180608 | Book Item Download 2023-01-30 14-20-14

1 decision making under uncertainty and reinforcement learning christos dimitrakakis ronald ortner april 8 2021 2 contents 1 introduction 9 1 1 uncertainty and probability 10 1 2 the exploration ...

Filetype PDF | Posted on 30 Jan 2023 | 2 years ago

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...Decision making under uncertainty and reinforcement learning christos dimitrakakis ronald ortner april contents introduction probability the exploration exploitation trade o theory acknowledgements subjective utility relative likelihood assumptions assigning unique probabilities conditional likelihoods elicitation updating beliefs bayes theorem rewards preferences among distributions measuring convex concave functions diagrams exercises problems that depend on outcome of an experiment formalisation problem setting statistical estimation decisions convexity optimal strategic alternative notions optimality solving minimax two player games with observations in classication calculating posteriors summary no insurance medical diagnosis sucient statistics exponential families conjugate priors bernoulli beta pair conjugates for normal distribution multivariate credible intervals concentration inequalities cherno hoeding bounds approximate bayesian approaches monte carlo inference computation ...

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Posted on: 30 Jan 2023 | 2 years ago
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