29 search results - page 2 / 6 » Belief Revision with Unreliable Observations |
100
Voted
SUM
2009
Springer
15 years 4 months ago
2009
Springer
Bayesian networks are probabilistic graphical models widely employed in AI for the implementation of knowledge-based systems. Standard inference algorithms can update the beliefs a...
80
Voted
AAAI
2006
14 years 11 months ago
2006
We consider the iterated belief change that occurs following an alternating sequence of actions and observations. At each instant, an agent has some beliefs about the action that ...
82
Voted
FLAIRS
2009
14 years 8 months ago
2009
Belief revision always results in trusting new evidence, so it may admit an unreliable one and discard a more confident one. We therefore use belief change instead of belief revis...
88
Voted
TIME
1994
IEEE
15 years 2 months ago
1994
IEEE
We describe a discrete time probabilitylogic for use as the representation language of a temporal knowledge base. In addition to the usual expressive power of a discrete temporal ...
83
Voted
UAI
1996
14 years 11 months ago
1996
The study of belief change has been an active area in philosophy and AI. In recent years, two special cases of belief change, belief revision and belief update, have been studied ...