Blackwell optimality in Markov decision processes with partial observation
成果类型:
Article
署名作者:
Rosenberg, D; Solan, E; Vieille, N
署名单位:
Universite Paris 13; Tel Aviv University; Northwestern University; Hautes Etudes Commerciales (HEC) Paris
刊物名称:
ANNALS OF STATISTICS
ISSN/ISSBN:
0090-5364
发表日期:
2002
页码:
1178-1193
关键词:
摘要:
A Blackwell epsilon-optimal strategy in a Markov Decision Process is a strategy that is epsilon-optimal for every discount factor sufficiently close to 1. We prove the existence of Blackwell epsilon-optimal strategies in finite Marko Decision Processes with partial observation.