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» Systems for Knowledge and Beliefs
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NMR
2004
Springer
14 years 2 months ago
Probability, rational belief and belief change
A simple model of rational belief holds that: (i) an instantaneous snapshot of an ideally rational belief system corresponds to a probability distribution; and (ii) rational belie...
Charles G. Morgan
ISIPTA
2005
IEEE
130views Mathematics» more  ISIPTA 2005»
14 years 2 months ago
No Double Counting Semantics for Conditional Independence
The main goal of this paper is to describe a new semantic for conditional independence in terms of no double counting of uncertain evidence. For ease of exposition, we use probabi...
Prakash P. Shenoy
FSKD
2007
Springer
128views Fuzzy Logic» more  FSKD 2007»
14 years 20 days ago
A First Step towards an Epistemology of the Subjective Uncertainty: Its Premises and Modeling
The uncertainty may be divides it into two major groups, "objective uncertainty" and "subjective uncertainty". The objective uncertainty has already been exten...
Fabio Campos, Andre Neves, R. Souza
ECAI
2006
Springer
14 years 14 days ago
Interleaving Belief Updating and Reasoning in Abductive Logic Programming
Abstract. Most existing work on knowledge representation and reasoning assumes that the updating of beliefs is performed off-line, and that reasoning from the beliefs is performed ...
Fariba Sadri, Francesca Toni
ECAI
2008
Springer
13 years 10 months ago
Belief revision with reinforcement learning for interactive object recognition
From a conceptual point of view, belief revision and learning are quite similar. Both methods change the belief state of an intelligent agent by processing incoming information. Ho...
Thomas Leopold, Gabriele Kern-Isberner, Gabriele P...