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» From Algorithmic to Subjective Randomness
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ATAL
2003
Springer
16 years 15 days ago
A selection-mutation model for q-learning in multi-agent systems
Although well understood in the single-agent framework, the use of traditional reinforcement learning (RL) algorithms in multi-agent systems (MAS) is not always justified. The fe...
Karl Tuyls, Katja Verbeeck, Tom Lenaerts
FGR
2002
IEEE
161views Biometrics» more  FGR 2002»
16 years 6 days ago
Baseline Results for the Challenge Problem of Human ID Using Gait Analysis
Identification of people from gait captured on video has become a challenge problem in computer vision. However, there is not a baseline algorithm or standard dataset for measuri...
P. Jonathon Phillips, Patrick Grother, Sudeep Sark...
EDBT
2010
ACM
141views Database» more  EDBT 2010»
16 years 2 days ago
Adaptive join processing in pipelined plans
In adaptive query processing, the way in which a query is evaluated is changed in the light of feedback obtained from the environment during query evaluation. Such feedback may, f...
Kwanchai Eurviriyanukul, Norman W. Paton, Alvaro A...
GECCO
2010
Springer
150views Optimization» more  GECCO 2010»
16 years 2 days ago
Object-level recombination of commodity applications
This paper presents ObjRecombGA, a genetic algorithm framework for recombining related programs at the object file level. A genetic algorithm guides the selection of object file...
Blair Foster, Anil Somayaji
KDD
2010
ACM
250views Data Mining» more  KDD 2010»
15 years 11 months ago
Modeling relational events via latent classes
Many social networks can be characterized by a sequence of dyadic interactions between individuals. Techniques for analyzing such events are of increasing interest. In this paper,...
Christopher DuBois, Padhraic Smyth