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» Generalization Improvement in Multi-Objective Learning
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114
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ICML
2001
IEEE
16 years 1 months ago
Direct Policy Search using Paired Statistical Tests
Direct policy search is a practical way to solve reinforcement learning problems involving continuous state and action spaces. The goal becomes finding policy parameters that maxi...
Malcolm J. A. Strens, Andrew W. Moore
KDD
2008
ACM
182views Data Mining» more  KDD 2008»
16 years 27 days ago
Classification with partial labels
In this paper, we address the problem of learning when some cases are fully labeled while other cases are only partially labeled, in the form of partial labels. Partial labels are...
Nam Nguyen, Rich Caruana
GECCO
2007
Springer
183views Optimization» more  GECCO 2007»
15 years 6 months ago
Genetic programming for cross-task knowledge sharing
We consider multitask learning of visual concepts within genetic programming (GP) framework. The proposed method evolves a population of GP individuals, with each of them composed...
Wojciech Jaskowski, Krzysztof Krawiec, Bartosz Wie...
SIGCSE
2005
ACM
366views Education» more  SIGCSE 2005»
15 years 6 months ago
Using asynchronous discussions to enhance student participation in CS courses
As Computer Science (CS) educators, we are involved in teaching a variety of undergraduate and graduate courses such as database management systems, networking, software developme...
Bhagyavati, Stan Kurkovsky, Christopher C. Whitehe...
109
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DEXAW
2002
IEEE
96views Database» more  DEXAW 2002»
15 years 5 months ago
Individual Knowledge Management with MailTack
We present our EU-sponsored research in the domain of individual knowledge management and collaborative learning: the MailTack system. MailTack is a stand-alone software tool that...
Marco C. Bettoni, Robert Ottiger, Rolf Todesco, Ku...