Consider a case of importance sampling. You have a behavior policy and a target policy. Both of them generates values from 1 to 5. Behavior policy is a equiprobable one and the target policy has the distribution as following [0.10.1 0.1 0.2 0.5]. You generate five values using Behavior policy, they are 1,2,3,4,5. What is the expected value if you use importance sampling?

Holt Mcdougal Larson Pre-algebra: Student Edition 2012
1st Edition
ISBN:9780547587776
Author:HOLT MCDOUGAL
Publisher:HOLT MCDOUGAL
Chapter11: Data Analysis And Probability
Section11.4: Collecting Data
Problem 2E
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Consider a case of importance sampling. You have a behavior policy and a
target policy. Both of them generates values from 1 to 5. Behavior policy is
a equiprobable one and the target policy has the distribution as following
[0.10.1 0.1 0.2 0.5]. You generate five values using Behavior policy, they are
1,2,3,4,5. What is the expected value if you use importance sampling?
Transcribed Image Text:Consider a case of importance sampling. You have a behavior policy and a target policy. Both of them generates values from 1 to 5. Behavior policy is a equiprobable one and the target policy has the distribution as following [0.10.1 0.1 0.2 0.5]. You generate five values using Behavior policy, they are 1,2,3,4,5. What is the expected value if you use importance sampling?
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