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ICML
2003
IEEE
16 years 4 months ago
The Cross Entropy Method for Fast Policy Search
We present a learning framework for Markovian decision processes that is based on optimization in the policy space. Instead of using relatively slow gradient-based optimization al...
Shie Mannor, Reuven Y. Rubinstein, Yohai Gat
111
Voted
ICALT
2007
IEEE
15 years 10 months ago
Integrating Dynamic Program Visualization into BlueJ: the Jeliot 3 Extension
Previous research on program visualization tools has suggested that both static and dynamic aspects of the program shall be shown to novice students. We attempted to expand the st...
Niko Myller, Roman Bednarik, Andrés Moreno
101
Voted
ICALT
2005
IEEE
15 years 9 months ago
Designing Educational Technology for Developing Regions: Some Preliminary Hypotheses
Based on our findings from an ongoing pilot with shared computers in rural primary schools in Uttar Pradesh, India since 2001 and two follow-up field studies in the same schools i...
Matthew Kam, Divya Ramachandran, Urvashi Sahni, Jo...
129
Voted
ML
2000
ACM
149views Machine Learning» more  ML 2000»
15 years 3 months ago
BoosTexter: A Boosting-based System for Text Categorization
This work focuses on algorithms which learn from examples to perform multiclass text and speech categorization tasks. Our approach is based on a new and improved family of boosting...
Robert E. Schapire, Yoram Singer
115
Voted
CLIN
2001
15 years 5 months ago
Memory-Based Phoneme-to-Grapheme Conversion
In this paper, we describe a method to enhance the readability of out-of-vocabulary items (OOVs) in the textual output in a large vocabulary continuous speech recognition system. ...
Bart Decadt, Jacques Duchateau, Walter Daelemans, ...