Sciweavers

244 search results - page 18 / 49
» On the Tightness of the Buhrman-Cleve-Wigderson Simulation
Sort
View
NIPS
2008
13 years 9 months ago
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
Hierarchical probabilistic modeling of discrete data has emerged as a powerful tool for text analysis. Posterior inference in such models is intractable, and practitioners rely on...
Indraneel Mukherjee, David M. Blei
NIPS
2003
13 years 9 months ago
Eye Movements for Reward Maximization
Recent eye tracking studies in natural tasks suggest that there is a tight link between eye movements and goal directed motor actions. However, most existing models of human eye m...
Nathan Sprague, Dana H. Ballard
UAI
2003
13 years 9 months ago
Approximate Inference and Constrained Optimization
Loopy and generalized belief propagation are popular algorithms for approximate inference in Markov random fields and Bayesian networks. Fixed points of these algorithms correspo...
Tom Heskes, Kees Albers, Bert Kappen
CEC
2010
IEEE
13 years 9 months ago
Learning to overtake in TORCS using simple reinforcement learning
In modern racing games programming non-player characters with believable and sophisticated behaviors is getting increasingly challenging. Recently, several works in the literature ...
Daniele Loiacono, Alessandro Prete, Pier Luca Lanz...
AAMAS
2010
Springer
13 years 8 months ago
Modeling appraisal in theory of mind reasoning
Cognitive appraisal theories, which link human emotional experience to their interpretations of events happening in the environment, are leading approaches to model emotions. In th...
Mei Si, Stacy C. Marsella, David V. Pynadath