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» On Learning Limiting Programs
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120
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KDD
2006
ACM
213views Data Mining» more  KDD 2006»
16 years 1 months ago
Learning sparse metrics via linear programming
Calculation of object similarity, for example through a distance function, is a common part of data mining and machine learning algorithms. This calculation is crucial for efficie...
Glenn Fung, Rómer Rosales
139
Voted
ICML
2006
IEEE
15 years 6 months ago
Automatic basis function construction for approximate dynamic programming and reinforcement learning
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
Philipp W. Keller, Shie Mannor, Doina Precup
98
Voted
VL
2000
IEEE
15 years 5 months ago
Learning and Reuse of a Visual Programming Language
Five science teachers were observed during two selfstudy sessions where they learned to use Visual AgenTalk (VAT). In the first session they learned basic skills; in the second, t...
Mary Beth Rosson, Cheryl D. Seals
113
Voted
GECCO
2003
Springer
128views Optimization» more  GECCO 2003»
15 years 5 months ago
Learning Biped Locomotion from First Principles on a Simulated Humanoid Robot Using Linear Genetic Programming
We describe the first instance of an approach for control programming of humanoid robots, based on evolution as the main adaptation mechanism. In an attempt to overcome some of th...
Krister Wolff, Peter Nordin
101
Voted
ETS
2002
IEEE
144views Hardware» more  ETS 2002»
15 years 12 days ago
Best Practices in Technology-Mediated Learning in American Business Education
Many business schools are re-examining management education, and many view advanced information technology as an enabler of innovative and effective learning. How best to approach...
Gretchen Gemeinhardt