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» Compositional Belief Update
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AAAI
1994
13 years 6 months ago
Conditional Logics of Belief Change
The study of belief change has been an active area in philosophy and AI.In recent years two special cases ofbelief change, belief revision and belief update, have been studied in ...
Nir Friedman, Joseph Y. Halpern
ECAI
2006
Springer
13 years 9 months 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
PRICAI
2004
Springer
13 years 10 months ago
Model Theory for PRS-Like Agents: Modelling Belief Update and Action Attempts
In this paper, we extend our earlier work on modelling the mental states of PRS-like agents by considering the dynamics of belief and modelling of action attempts. The major constr...
Wayne Wobcke
KR
2000
Springer
13 years 9 months ago
Iterated Belief Change in the Situation Calculus
The ability to reason about action and change has long been considered a necessary component for any intelligent system. Many proposals have been offered in the past to deal with ...
Steven Shapiro, Maurice Pagnucco, Yves Lespé...
ECML
2005
Springer
13 years 11 months ago
Using Rewards for Belief State Updates in Partially Observable Markov Decision Processes
Partially Observable Markov Decision Processes (POMDP) provide a standard framework for sequential decision making in stochastic environments. In this setting, an agent takes actio...
Masoumeh T. Izadi, Doina Precup