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ECML
2006
Springer
15 years 5 months ago
Margin-Based Active Learning for Structured Output Spaces
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
Dan Roth, Kevin Small
KESAMSTA
2009
Springer
15 years 8 months ago
Relational Learning by Imitation
Abstract. Imitative learning can be considered an essential task of humans development. People use instructions and demonstrations provided by other human experts to acquire knowle...
Grazia Bombini, Nicola Di Mauro, Teresa Maria Alto...
COMPUTER
2008
86views more  COMPUTER 2008»
15 years 2 months ago
Supporting Acquisition of Basic Skills
ors induce aptitudes: abstract skills and knowledge. Mentors foster attitudes: social skills and graces. In my experience of school, starting 70 years or so ago, quite regimented i...
W. Neville Holmes
JMLR
2010
136views more  JMLR 2010»
14 years 8 months ago
Conceptual Imitation Learning: An Application to Human-robot Interaction
In general, imitation is imprecisely used to address different levels of social learning from high level knowledge transfer to low level regeneration of motor commands. However, t...
Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Mos...
DAGM
2006
Springer
15 years 5 months ago
Handling Camera Movement Constraints in Reinforcement Learning Based Active Object Recognition
In real world scenes, objects to be classified are usually not visible from every direction, since they are almost always positioned on some kind of opaque plane. When moving a cam...
Christian Derichs, Heinrich Niemann