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110
Voted
ICRA
1999
IEEE
122views Robotics» more  ICRA 1999»
15 years 4 months ago
Learning Visual Landmarks for Pose Estimation
Abstract-- We present an approach to vision-based mobile robot localization, even without an a-priori pose estimate. This is accomplished by learning a set of visual features calle...
Robert Sim, Gregory Dudek
85
Voted
IROS
2008
IEEE
142views Robotics» more  IROS 2008»
15 years 7 months ago
Apprenticeship learning for motion planning with application to parking lot navigation
— Motion and path-planning algorithms often use complex cost functions for both global navigation and local smoothing of trajectories. Obtaining good results typically requires c...
Pieter Abbeel, Dmitri Dolgov, Andrew Y. Ng, Sebast...
104
Voted
KI
2006
Springer
15 years 16 days ago
Building Robots with Analogy-Based Anticipation
A new approach to building robots with anticipatory behavior is presented. This approach is based on analogy with a single episode from the past experience of the robot. The AMBR m...
Georgi Petkov, Tchavdar Naydenov, Maurice Grinberg...
102
Voted
ICRA
2009
IEEE
111views Robotics» more  ICRA 2009»
15 years 7 months ago
Model-based and model-free reinforcement learning for visual servoing
— To address the difficulty of designing a controller for complex visual-servoing tasks, two learning-based uncalibrated approaches are introduced. The first method starts by b...
Amir Massoud Farahmand, Azad Shademan, Martin J&au...
87
Voted
ICRA
2000
IEEE
111views Robotics» more  ICRA 2000»
15 years 5 months ago
Learning Globally Consistent Maps by Relaxation
Mobile robots require the ability to build their own maps to operate in unknown environments. A fundamental problem is that odometry-based dead reckoning cannot be used to assign ...
Tom Duckett, Stephen Marsland, Jonathan Shapiro