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IUI
2012
ACM
12 years 2 months ago
Style by demonstration: teaching interactive movement style to robots
The style in which a robot moves, expressed through its gait or locomotion, can convey effective messages to people. For example, a robot could move aggressively in reaction to a ...
James Everett Young, Kentaro Ishii, Takeo Igarashi...
ROMAN
2007
IEEE
173views Robotics» more  ROMAN 2007»
14 years 20 days ago
Human-Robot Interactions as a Cognitive Catalyst for the Learning of Behavioral Attractors
— We address in this paper the problem of the autonomous online learning of a sensory-motor task, demonstrated by an operator guiding the robot. For the last decade, we have deve...
Christophe Giovannangeli, Philippe Gaussier
ATAL
2007
Springer
13 years 10 months ago
Confidence-based policy learning from demonstration using Gaussian mixture models
We contribute an approach for interactive policy learning through expert demonstration that allows an agent to actively request and effectively represent demonstration examples. I...
Sonia Chernova, Manuela M. Veloso
HRI
2007
ACM
13 years 10 months ago
Learning by demonstration with critique from a human teacher
Learning by demonstration can be a powerful and natural tool for developing robot control policies. That is, instead of tedious hand-coding, a robot may learn a control policy by ...
Brenna Argall, Brett Browning, Manuela M. Veloso
ROMAN
2007
IEEE
220views Robotics» more  ROMAN 2007»
14 years 20 days ago
Embodiment and Human-Robot Interaction: A Task-Based Perspective
— In this work, we further test the hypothesis that physical embodiment has a measurable effect on performance and impression of social interactions. Support for this hypothesis ...
Joshua Wainer, David Feil-Seifer, Dylan A. Shell, ...