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IJCAI
2007
13 years 5 months ago
Improving Embeddings by Flexible Exploitation of Side Information
Dimensionality reduction is a much-studied task in machine learning in which high-dimensional data is mapped, possibly via a non-linear transformation, onto a low-dimensional mani...
Ali Ghodsi, Dana F. Wilkinson, Finnegan Southey
IJCAI
2007
13 years 5 months ago
Reaching Envy-Free States in Distributed Negotiation Settings
Yann Chevaleyre, Ulle Endriss, Sylvia Estivie, Nic...
IJCAI
2007
13 years 5 months ago
Automatic Decision of Piano Fingering Based on a Hidden Markov Models
Yuichiro Yonebayashi, Hirokazu Kameoka, Shigeki Sa...
IJCAI
2007
13 years 5 months ago
Learning User Clicks in Web Search
Machine learning for predicting user clicks in Webbased search offers automated explanation of user activity. We address click prediction in the Web search scenario by introducing...
Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, H...
IJCAI
2007
13 years 5 months ago
Automatic Gait Optimization with Gaussian Process Regression
Gait optimization is a basic yet challenging problem for both quadrupedal and bipedal robots. Although techniques for automating the process exist, most involve local function opt...
Daniel J. Lizotte, Tao Wang, Michael H. Bowling, D...
IJCAI
2007
13 years 5 months ago
Cooperating Reasoning Processes: More than Just the Sum of Their Parts
Using the achievements of my research group over the last 30+ years, I provide evidence to support the following hypothesis: By complementing each other, cooperating reasoning pro...
Alan Bundy
IJCAI
2007
13 years 5 months ago
Reinforcement Learning of Local Shape in the Game of Go
We explore an application to the game of Go of a reinforcement learning approach based on a linear evaluation function and large numbers of binary features. This strategy has prov...
David Silver, Richard S. Sutton, Martin Mülle...
IJCAI
2007
13 years 5 months ago
A Fast Analytical Algorithm for Solving Markov Decision Processes with Real-Valued Resources
Agents often have to construct plans that obey deadlines or, more generally, resource limits for real-valued resources whose consumption can only be characterized by probability d...
Janusz Marecki, Sven Koenig, Milind Tambe
IJCAI
2007
13 years 5 months ago
Robust Human-Computer Interaction System Guiding a User by Providing Feedback
We introduce a human-computer interaction system which collaborates with a user by providing feedback during user activities. The goal of the system is to help a user complete a h...
Michael S. Ryoo, Jake K. Aggarwal