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AAAI
2010
15 years 8 months ago
Integrating Expert Knowledge and Experience
A major challenge in the field of AI is combining symbolic and statistical techniques. My dissertation work aims to bridge this gap in the domain of real-time strategy games.
Ben George Weber
178
Voted
AAAI
2006
15 years 8 months ago
MPE and Partial Inversion in Lifted Probabilistic Variable Elimination
It is often convenient to represent probabilistic models in a first-order fashion, using logical atoms such as
Rodrigo de Salvo Braz, Eyal Amir, Dan Roth
AAAI
2006
15 years 8 months ago
Object Boundary Detection in Images using a Semantic Ontology
We present a novel method for detecting the boundaries between objects in images that uses a large, hierarchical, semantic ontology
Anthony Hoogs, Roderic Collins
AAAI
2004
15 years 8 months ago
Planning and Verification for Stochastic Processes with Asynchronous Events
We consider a general model of stochastic discrete event systems with asynchronous events, and propose to develop efficient algorithms for verification and control of such systems...
Håkan L. S. Younes
150
Voted
AAAI
2006
15 years 8 months ago
Locally Optimal Algorithms and Solutions for Distributed Constraint Optimization
This paper summarizes the author's recent work in distributed constraint optimization (DCOP). New local algorithms, as well as theoretical results about the types of solution...
Jonathan P. Pearce