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205
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ICML
2003
IEEE
16 years 8 months ago
2003
IEEE
Learning in many multi-agent settings is inherently repeated play. This calls into question the naive application of single play Nash equilibria in multi-agent learning and sugges...
176
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ICML
2003
IEEE
16 years 8 months ago
2003
IEEE
An important issue in reinforcement learning is how to incorporate expert knowledge in a principled manner, especially as we scale up to real-world tasks. In this paper, we presen...
195
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ICML
1996
IEEE
16 years 8 months ago
1996
IEEE
Finding structure in multiple streams of data is an important problem. Consider the streams of data owing from a robot's sensors, the monitors in an intensive care unit, or p...
205
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ICSE
2008
IEEE-ACM
16 years 8 months ago
2008
IEEE-ACM
Building software product lines (SPLs) with features is a challenging task. Many SPL implementations support features with coarse granularity ? e.g., the ability to add and wrap e...
164
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SIGSOFT
2009
ACM
16 years 8 months ago
2009
ACM
Initial system specifications, such as use-case scenarios and properties, only partially specify the future system. We posit that synthesizing partial component-level behavior mod...