Sciweavers

AAAI
2010
13 years 4 months ago
Beyond Equilibrium: Predicting Human Behavior in Normal-Form Games
It is standard in multiagent settings to assume that agents will adopt Nash equilibrium strategies. However, studies in experimental economics demonstrate that Nash equilibrium is...
James R. Wright, Kevin Leyton-Brown
AAAI
2010
13 years 4 months ago
Fast Conditional Density Estimation for Quantitative Structure-Activity Relationships
Many methods for quantitative structure-activity relationships (QSARs) deliver point estimates only, without quantifying the uncertainty inherent in the prediction. One way to qua...
Fabian Buchwald, Tobias Girschick, Eibe Frank, Ste...
AAAI
2010
13 years 4 months ago
First-Order Indefinability of Answer Set Programs on Finite Structures
An answer set program with variables is first-order definable on finite structures if the set of its finite answer sets can be captured by a first-order sentence, otherwise this p...
Yin Chen, Yan Zhang, Yi Zhou
AAAI
2010
13 years 4 months ago
Toward Learning to Press Doorbell Buttons
Liping Wu, Vladimir Sukhoy, Alexander Stoytchev
AAAI
2010
13 years 4 months ago
The Boosting Effect of Exploratory Behaviors
Active object exploration is one of the hallmarks of human and animal intelligence. Research in psychology has shown that the use of multiple exploratory behaviors is crucial for ...
Jivko Sinapov, Alexander Stoytchev
AAAI
2010
13 years 4 months ago
Multi-Task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories
Multi-task learning aims at combining information across tasks to boost prediction performance, especially when the number of training samples is small and the number of predictor...
Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bi...
AAAI
2010
13 years 5 months ago
Epsilon-First Policies for Budget-Limited Multi-Armed Bandits
Tran-Thanh Long, Archie C. Chapman, Enrique Munoz ...