TY - GEN
T1 - Some properties of batch value of information in the selection problem
AU - Shperberg, Shahaf S.
AU - Shimony, Solomon Eyal
N1 - Funding Information: Supported by ISF grant 417/13 and by the Frankel Center.
PY - 2017/1/1
Y1 - 2017/1/1
N2 - We examine theoretical properties of value of information (VOI) in the selection problem, and identify cases of submodularity and supermodularity. We use these properties to compute approximately optimal measurement batch policies, implemented on a "wine selection problem" example.
AB - We examine theoretical properties of value of information (VOI) in the selection problem, and identify cases of submodularity and supermodularity. We use these properties to compute approximately optimal measurement batch policies, implemented on a "wine selection problem" example.
UR - http://www.scopus.com/inward/record.url?scp=85031935391&partnerID=8YFLogxK
M3 - Conference contribution
T3 - IJCAI International Joint Conference on Artificial Intelligence
SP - 5065
EP - 5069
BT - 26th International Joint Conference on Artificial Intelligence, IJCAI 2017
A2 - Sierra, Carles
T2 - 26th International Joint Conference on Artificial Intelligence, IJCAI 2017
Y2 - 19 August 2017 through 25 August 2017
ER -