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» Learning to Optimize Plan Execution in Information Agents
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CIDR
2009
152views Algorithms» more  CIDR 2009»
13 years 8 months ago
Visualizing the robustness of query execution
In database query processing, actual run-time conditions (e.g., actual selectivities and actual available memory) very often differ from compile-time expectations of run-time cond...
Goetz Graefe, Harumi A. Kuno, Janet L. Wiener
ATAL
2004
Springer
14 years 27 days ago
Strategic Deception in Agents
CHRISTIAN, DAVID B. Strategic Deception in Agents. (Under the direction of Assistant Professor R. Michael Young). Despite its negative ethical connotations, deception is a useful ...
David B. Christian, R. Michael Young
SIGMOD
2002
ACM
120views Database» more  SIGMOD 2002»
14 years 7 months ago
Exploiting statistics on query expressions for optimization
Statistics play an important role in influencing the plans produced by a query optimizer. Traditionally, optimizers use statistics built over base tables and assume independence b...
Nicolas Bruno, Surajit Chaudhuri
AAAI
2010
13 years 9 months ago
Probabilistic Plan Recognition Using Off-the-Shelf Classical Planners
Plan recognition is the problem of inferring the goals and plans of an agent after observing its behavior. Recently, it has been shown that this problem can be solved efficiently,...
Miquel Ramírez, Hector Geffner
ATAL
2006
Springer
13 years 11 months ago
Continuous refinement of agent resource estimates
The challenge we address is to reason about projected resource usage within a hierarchical task execution framework in order to improve agent effectiveness. Specifically, we seek ...
David N. Morley, Karen L. Myers, Neil Yorke-Smith