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» Transfer of Learning for Complex Task Domains: a Demonstrati...
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AAAI
2006
15 years 4 months ago
Cross-Domain Knowledge Transfer Using Structured Representations
Previous work in knowledge transfer in machine learning has been restricted to tasks in a single domain. However, evidence from psychology and neuroscience suggests that humans ar...
Samarth Swarup, Sylvian R. Ray
AIPS
2008
15 years 5 months ago
Planning 3D Task Demonstrations of a Teleoperated Space Robot Arm
We present an automated planning application for generating 3D tasks demonstrations involving a teleoperated robot arm on the International Space Station (ISS). A typical task dem...
Froduald Kabanza, Khaled Belghith, Philipe Bellefe...
147
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IJRR
2010
177views more  IJRR 2010»
15 years 1 months ago
Learning from Demonstration for Autonomous Navigation in Complex Unstructured Terrain
Rough terrain autonomous navigation continues to pose a challenge to the robotics community. Robust navigation by a mobile robot depends not only on the individual performance of ...
David Silver, J. Andrew Bagnell, Anthony Stentz
125
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ICRA
2008
IEEE
169views Robotics» more  ICRA 2008»
15 years 10 months ago
Sparse incremental learning for interactive robot control policy estimation
— We are interested in transferring control policies for arbitrary tasks from a human to a robot. Using interactive demonstration via teloperation as our transfer scenario, we ca...
Daniel H. Grollman, Odest Chadwicke Jenkins
HICSS
2003
IEEE
174views Biometrics» more  HICSS 2003»
15 years 8 months ago
Linking Perception and Action in a Control Architecture for Human-Robot Domains
Human-robot interaction is a growing research domain; there are many approaches to robot design, depending on the particular aspects of interaction being focused on. In this paper...
Monica N. Nicolescu, Maja J. Mataric