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» Belief Update in the pGOLOG Framework
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LOGCOM
2006
116views more  LOGCOM 2006»
13 years 4 months ago
A Syntax-based Approach to Reasoning about Action and Belief Update
In this paper, we introduce an alternative approach to reasoning about action. The approach provides a solution to the frame and the ramification problem in a uniform manner. The ...
Quoc Bao Vo, Abhaya C. Nayak, Norman Y. Foo
AAAI
2006
13 years 6 months ago
Belief Change in the Context of Fallible Actions and Observations
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 ...
Aaron Hunter, James P. Delgrande
CSL
2010
Springer
13 years 5 months ago
Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems
This paper describes a statistically motivated framework for performing real-time dialogue state updates and policy learning in a spoken dialogue system. The framework is based on...
Blaise Thomson, Steve Young
KI
2010
Springer
13 years 3 months ago
Soft Evidential Update via Markov Chain Monte Carlo Inference
The key task in probabilistic reasoning is to appropriately update one’s beliefs as one obtains new information in the form of evidence. In many application settings, however, th...
Dominik Jain, Michael Beetz
ATAL
2008
Springer
13 years 6 months ago
Belief operations for motivated BDI agents
The beliefs of an agent reflecting her subjective view of the world constitute one of the main components of a BDI agent. In order to incorporate new information coming from other...
Patrick Krümpelmann, Matthias Thimm, Manuela ...