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» Performance Prediction: An Industry Perspective
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AAAI
2008
15 years 1 months ago
Integrating Multiple Learning Components through Markov Logic
This paper addresses the question of how statistical learning algorithms can be integrated into a larger AI system both from a practical engineering perspective and from the persp...
Thomas G. Dietterich, Xinlong Bao
WWW
2001
ACM
15 years 12 months ago
Using proxy cache relocation to accelerate Web browsing in wireless/mobile communications
Mobile computing is considered of major importance to the computing industry for the forthcoming years due to the progress in the wireless communications area. A proxy-based archi...
Stathes Hadjiefthymiades, Lazaros F. Merakos
ICRA
2009
IEEE
140views Robotics» more  ICRA 2009»
14 years 9 months ago
Robot basketball: A comparison of ball dribbling with visual and force/torque feedback
Ball dribbling is a central element of basketball and one main challenge for realizing basketball robots is to achieve the stability of the periodic dribbling task. In this paper t...
Georg Batz, Kwang-Kyu Lee, Dirk Wollherr, Martin B...
AAI
2008
93views more  AAI 2008»
14 years 11 months ago
Adaptive Machine Learning in Delayed Feedback Domains by Selective Relearning
We present a novel hybrid technique for improving the predictive performance of an online Machine Learning system: Combining advantages from both memory based and concept based pr...
Marcus-Christopher Ludl, Achim Lewandowski, Georg ...
ECML
2004
Springer
15 years 4 months ago
Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...
Pieter Jan't Hoen, Karl Tuyls