FINITE-HORIZON MARKOV DECISION-PROCESSES WITH UNCERTAIN TERMINAL PAYOFFS

成果类型:
Article
署名作者:
WHITE, DJ
刊物名称:
OPERATIONS RESEARCH
ISSN/ISSBN:
0030-364X
DOI:
10.1287/opre.43.5.862
发表日期:
1995
页码:
862-869
关键词:
摘要:
This paper deals with the problem of finding an estimate of the maximal loss of optimality which can arise when terminal payoffs are uncertain and policies are restricted in some way. The original non-convex optimization problem is converted to a sequence of sub-problems involving the maximization of a bilinear function over a convex region. The paper deals solely with the theoretical issues.