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» Reflections on Agent Beliefs
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AAAI
2006
14 years 11 months ago
DNNF-based Belief State Estimation
As embedded systems grow increasingly complex, there is a pressing need for diagnosing and monitoring capabilities that estimate the system state robustly. This paper is based on ...
Paul Elliott, Brian C. Williams
ATAL
2009
Springer
15 years 4 months ago
Rational play and rational beliefs under uncertainty
Alternating-time temporal logic (atl) is one of the most influential logics for reasoning about agents’ abilities. Constructive Strategic Logic (csl) is a variant of atl for im...
Nils Bulling, Wojciech Jamroga
AAAI
2008
15 years 2 days ago
Lifted First-Order Belief Propagation
Unifying first-order logic and probability is a long-standing goal of AI, and in recent years many representations combining aspects of the two have been proposed. However, infere...
Parag Singla, Pedro Domingos
AAAI
2010
14 years 11 months ago
Efficient Belief Propagation for Utility Maximization and Repeated Inference
Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
Aniruddh Nath, Pedro Domingos
ITS
1998
Springer
82views Multimedia» more  ITS 1998»
15 years 2 months ago
'Do It Yourself' Student Models for Collaborative Student Modelling and Peer Interaction
: An approach to student modelling is presented where learners build their own student models. A more accurate model may thereby be obtained, and learners may reflect on their beli...
Susan Bull