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121
Voted
KI
2010
Springer
14 years 5 months ago
2010
Springer
We present a framework for incorporating perception-induced beliefs into the knowledge base of a rational agent. Normally, the agent accepts the propositional content of perception...
AUSAI
1997
Springer
15 years 3 months ago
1997
Springer
Engineering problem solving requires both domain knowledge and an understanding of how to apply that knowledge. While much of the recent work in qualitative physics has focused on...
91
Voted
HPCN
1995
Springer
15 years 2 months ago
1995
Springer
In the global economy, proper organisation and planning of production and storage locations, transportation and scheduling are vital to retain the competitive edge of companies. Th...
94
Voted
SPAA
2010
ACM
15 years 3 months ago
2010
ACM
This paper presents the design and analysis of parallel approximation algorithms for facility-location problems, including NC and RNC algorithms for (metric) facility location, k-...
93
Voted
AMAI
2006
Springer
14 years 11 months ago
2006
Springer
A weakness of classical Markov decision processes (MDPs) is that they scale very poorly due to the flat state-space representation. Factored MDPs address this representational pro...