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CORR
2010
Springer
141views Education» more  CORR 2010»
13 years 9 months ago
Agnostic Active Learning Without Constraints
We present and analyze an agnostic active learning algorithm that works without keeping a version space. This is unlike all previous approaches where a restricted set of candidate...
Alina Beygelzimer, Daniel Hsu, John Langford, Tong...
IJCNN
2006
IEEE
14 years 2 months ago
Constraints on the Design Process for Systems with Human Level Intelligence
—Any system which must learn to perform a large number of behavioral features with limited information handling resources will tend to be constrained within a set of architectura...
L. Andrew Coward
CI
2010
129views more  CI 2010»
13 years 9 months ago
On-Line Case-Based Planning
Some domains, such as real-time strategy (RTS) games, pose several challenges to traditional planning and machine learning techniques. In this paper, we present a novel on-line ca...
Santi Ontañón, Kinshuk Mishra, Neha ...
CP
2004
Springer
14 years 2 months ago
Backtrack-Free Search for Real-Time Constraint Satisfaction
A constraint satisfaction problem (CSP) model can be preprocessed to ensure that any choices made will lead to solutions, without the need to backtrack. This can be especially usef...
J. Christopher Beck, Tom Carchrae, Eugene C. Freud...
FORTE
1997
13 years 10 months ago
On-Line Timed Protocol Trace Analysis Based on Uncertain State Descriptions
This paper presents a new approach to the task of passive protocol tracing. The method called FollowSM for the first time meets all requirements of practical in-field use, inclu...
Marek Musial