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» Using Learning in a Control Agent
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JMLR
2008
124views more  JMLR 2008»
13 years 8 months ago
Learning Control Knowledge for Forward Search Planning
A number of today's state-of-the-art planners are based on forward state-space search. The impressive performance can be attributed to progress in computing domain independen...
Sung Wook Yoon, Alan Fern, Robert Givan
AAAI
2007
13 years 10 months ago
Modeling and Learning Vague Event Durations for Temporal Reasoning
This paper reports on our recent work on modeling and automatically extracting vague, implicit event durations from text (Pan et al., 2006a, 2006b). It is a kind of commonsense kn...
Feng Pan, Rutu Mulkar, Jerry R. Hobbs
ECML
2004
Springer
14 years 1 months ago
Learning to Fly Simple and Robust
We report on new experiments with machine learning in the reconstruction of human sub-cognitive skill. The particular problem considered is to generate a clone of a human pilot per...
Dorian Suc, Ivan Bratko, Claude Sammut
ATAL
2007
Springer
14 years 2 months ago
Robust coordination to sustain throughput of an unstable agent network
We present a multi-agent coordination technique to maintain throughput of a large-scale agent network system in the face of failures of agents. Failures do not just deteriorate th...
Rajesh Gautam, Kazuo Miyashita
MATA
2005
Springer
155views Communications» more  MATA 2005»
14 years 1 months ago
Web Agent Supporting Transport Layer Mobility
Typical transmission control protocol (TCP) based web agents in mobile wireless environment have several deficiencies, such as performance degradation, head-of-line blocking, and u...
Yong-Jin Lee, Mohammed Atiquzzaman