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» Learning humanoid reaching tasks in dynamic environments
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IROS
2007
IEEE
168views Robotics» more  IROS 2007»
15 years 3 months ago
Improving humanoid locomotive performance with learnt approximated dynamics via Gaussian processes for regression
Abstract— We propose to improve the locomotive performance of humanoid robots by using approximated biped stepping and walking dynamics with reinforcement learning (RL). Although...
Jun Morimoto, Christopher G. Atkeson, Gen Endo, Go...
ICRA
2006
IEEE
190views Robotics» more  ICRA 2006»
15 years 3 months ago
An Integrated Approach to Inverse Kinematics and Path Planning for Redundant Manipulators
— We propose a novel solution to the problem of inverse kinematics for redundant robotic manipulators for the purposes of goal selection for path planning. We unify the calculati...
Dominik Bertram, James Kuffner, Rüdiger Dillm...
ISCIS
2009
Springer
15 years 4 months ago
Unsupervised learning of affordance relations on a humanoid robot
—In this paper, we study how a humanoid robot can learn affordance relations in his environment through its own interactions in an unsupervised way. Specifically, we developed a...
Baris Akgun, Nilgun Dag, Tahir Bilal, Ilkay Atil, ...
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IROS
2006
IEEE
114views Robotics» more  IROS 2006»
15 years 3 months ago
Smooth Collision Avoidance: Practical Issues in Dynamic Humanoid Motion
— In this paper we address smooth and collision-free whole-body motion planning for humanoid robots. A two-stage iterative planning framework is introduced where geometric motion...
Eiichi Yoshida, Claudia Esteves, Takeshi Sakaguchi...
ATAL
2004
Springer
15 years 3 months ago
Teaching and Working with Robots as a Collaboration
New applications for autonomous robots bring them into the human environment where they are to serve as helpful assistants to untrained users in the home or office, or work as ca...
Cynthia Breazeal, Guy Hoffman, Andrea Lockerd