Sciweavers

34 search results - page 3 / 7
» ml 1998
Sort
View
ML
1998
ACM
136views Machine Learning» more  ML 1998»
13 years 5 months ago
Co-Evolution in the Successful Learning of Backgammon Strategy
Following Tesauro’s work on TD-Gammon, we used a 4000 parameter feed-forward neural network to develop a competitive backgammon evaluation function. Play proceeds by a roll of t...
Jordan B. Pollack, Alan D. Blair
ML
1998
ACM
102views Machine Learning» more  ML 1998»
13 years 5 months ago
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
Renato Vicente, Osame Kinouchi, Nestor Caticha
ML
1998
ACM
220views Machine Learning» more  ML 1998»
13 years 5 months ago
Learning to Improve Coordinated Actions in Cooperative Distributed Problem-Solving Environments
Abstract. Coordination is an essential technique in cooperative, distributed multiagent systems. However, sophisticated coordination strategies are not always cost-effective in all...
Toshiharu Sugawara, Victor R. Lesser
ML
1998
ACM
113views Machine Learning» more  ML 1998»
13 years 5 months ago
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
During a project examining the use of machine learning techniques for oil spill detection, we have encountered several essential questions that we believe deserve the attention of ...
Miroslav Kubat, Robert C. Holte, Stan Matwin
PLDI
1998
ACM
13 years 9 months ago
Eliminating Array Bound Checking Through Dependent Types
We present a type-based approach to eliminating array bound checking and list tag checking by conservatively extending Standard ML with a restricted form of dependent types. This ...
Hongwei Xi, Frank Pfenning