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ICRA
1998
IEEE
144views Robotics» more  ICRA 1998»
14 years 26 days ago
Acquiring Mobile Robot Behaviors by Learning Trajectory Velocities with Multiple FAM Matrices
In this paper we describe an unsupervised robot learning method which is based on the robot learning a mapping between sensors and trajectory velocities. This enables the robot to...
Koren Ward, Alexander Zelinsky
AAAI
2012
11 years 11 months ago
Design and Optimization of an Omnidirectional Humanoid Walk: A Winning Approach at the RoboCup 2011 3D Simulation Competition
This paper presents the design and learning architecture for an omnidirectional walk used by a humanoid robot soccer agent acting in the RoboCup 3D simulation environment. The wal...
Patrick MacAlpine, Samuel Barrett, Daniel Urieli, ...
IROS
2007
IEEE
123views Robotics» more  IROS 2007»
14 years 2 months ago
An extended policy gradient algorithm for robot task learning
Andrea Cherubini, Francesca Giannone, Luca Iocchi,...
ICINCO
2010
166views Robotics» more  ICINCO 2010»
13 years 6 months ago
Collective Learning of Concepts using a Robot Team
Ana Cristina Palacios-García, Angéli...
IROS
2007
IEEE
144views Robotics» more  IROS 2007»
14 years 2 months ago
Using reinforcement learning to adapt an imitation task
Abstract— The goal of developing algorithms for programming robots by demonstration is to create an easy way of programming robots that can be accomplished by everyone. When a de...
Florent Guenter, Aude Billard