78 search results - page 8 / 16 » Reasoning about MDPs as Transformers of Probability Distribu... |
ICDCS
2009
IEEE
15 years 6 months ago
2009
IEEE
With the growing complexity in computer systems, it has been a real challenge to detect and diagnose problems in today’s large-scale distributed systems. Usually, the correlatio...
ATAL
2004
Springer
15 years 2 months ago
2004
Springer
Despite the recent advances in distributed MDP frameworks for reasoning about multiagent teams, these frameworks mostly do not reason about resource constraints, a crucial issue i...
90
Voted
ECSQARU
2005
Springer
15 years 3 months ago
2005
Springer
This paper is part of a project to match real-world descriptions of instances of objects to models of objects. We use a rich ontology to describe s and models at multiple levels of...
IJAR
2008
14 years 9 months ago
2008
Cooperative multiagent probabilistic inference can be applied in areas such as building surveillance and complex system diagnosis to reason about the states of the distributed unc...
59
Voted
COLT
2007
Springer
15 years 3 months ago
2007
Springer
When comparing discrete probability distributions, natural measures of similarity are not p distances but rather are informationdivergences such as Kullback-Leibler and Hellinger. ...