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SOUPS
2009
ACM
16 years 1 months ago
Not one click for security?
: © Not One Click for Security Alan H. Karp, Marc Stiegler, Tyler Close HP Laboratories HPL-2009-53 Secure cooperation, usable security Conventional wisdom holds that security mus...
Alan H. Karp, Marc Stiegler, Tyler Close
AGENTS
2001
Springer
15 years 11 months ago
Using background knowledge to speed reinforcement learning in physical agents
This paper describes Icarus, an agent architecture that embeds a hierarchical reinforcement learning algorithm within a language for specifying agent behavior. An Icarus program e...
Daniel G. Shapiro, Pat Langley, Ross D. Shachter
AAAI
2010
15 years 8 months ago
Generalized Task Markets for Human and Machine Computation
We discuss challenges and opportunities for developing generalized task markets where human and machine intelligence are enlisted to solve problems, based on a consideration of th...
Dafna Shahaf, Eric Horvitz
ECML
1993
Springer
15 years 11 months ago
Integrated Learning Architectures
Research in systems where learning is integrated to other components like problem solving, vision, or natural language is becoming an important topic for Machine Learning. Situatio...
Enric Plaza, Agnar Aamodt, Ashwin Ram, Walter Van ...
ADMA
2005
Springer
149views Data Mining» more  ADMA 2005»
16 years 13 days ago
A New Support Vector Machine for Data Mining
Abstract. This paper proposes a new support vector machine (SVM) with a robust loss function for data mining. Its dual optimal formation is also constructed. A gradient based algor...
Haoran Zhang, Xiaodong Wang, Changjiang Zhang, Xiu...