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108
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AAAI
2008
15 years 3 months 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
108
Voted
AAAI
2008
15 years 3 months ago
Factored Models for Probabilistic Modal Logic
Modal logic represents knowledge that agents have about other agents' knowledge. Probabilistic modal logic further captures probabilistic beliefs about probabilistic beliefs....
Afsaneh Shirazi, Eyal Amir
102
Voted
WSC
2007
15 years 3 months ago
Stochastic trust region gradient-free method (strong): a new response-surface-based algorithm in simulation optimization
Response Surface Methodology (RSM) is a metamodelbased optimization method. Its strategy is to explore small subregions of the parameter space in succession instead of attempting ...
Kuo-Hao Chang, L. Jeff Hong, Hong Wan
BIRTHDAY
2008
Springer
15 years 2 months ago
AND/OR Multi-valued Decision Diagrams for Constraint Networks
The paper is an overview of a recently developed compilation data structure for graphical models, with specific application to constraint networks. The AND/OR Multi-Valued Decision...
Robert Mateescu, Rina Dechter
81
Voted
PDPTA
2004
15 years 2 months ago
Telepresent Agents: A New Paradigm for Networked Systems
Telepresent Agents are software Agents that are instantiated simultaneously within two or more distinct computer applications (called Locales) which are operating at distinct nodes...
Russ Abbott, Behzad Parviz, Chengyu Sun