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186
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GECCO
2007
Springer
16 years 18 days ago
2007
Springer
Opponent models are necessary in games where the game state is only partially known to the player, since the player must infer the state of the game based on the opponent’s acti...
173
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CN
2007
15 years 6 months ago
2007
We first study the accuracy of two well-known analytical models of the average throughput of long-term TCP flows, namely the so-called SQRT and PFTK models, and show that these ...
163
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IROS
2008
IEEE
16 years 26 days ago
2008
IEEE
— Legged robots require accurate models of their environment in order to plan and execute paths. We present a probabilistic technique based on Gaussian processes that allows terr...
174
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ECML
2007
Springer
16 years 19 days ago
2007
Springer
Abstract. Statistical debugging uses machine learning to model program failures and help identify root causes of bugs. We approach this task using a novel Delta-Latent-Dirichlet-Al...
167
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ICSE
1999
IEEE-ACM
15 years 10 months ago
1999
IEEE-ACM
A program’s object model captures the essence of its design. For some programs, no object model was developed during design; for others, an object model exists but may be out-of...