Sciweavers

1270 search results - page 60 / 254
» Dogged Learning for Robots
Sort
View
ICRA
2005
IEEE
140views Robotics» more  ICRA 2005»
14 years 2 months ago
Fast Reinforcement Learning for Vision-guided Mobile Robots
— This paper presents a new reinforcement learning algorithm for accelerating acquisition of new skills by real mobile robots, without requiring simulation. It speeds up Q-learni...
Tomás Martínez-Marín, Tom Duc...
CORR
2006
Springer
101views Education» more  CORR 2006»
13 years 8 months ago
Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot
We address the problem of autonomously learning controllers for visioncapable mobile robots. We extend McCallum's (1995) Nearest-Sequence Memory algorithm to allow for genera...
Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter,...
ICRA
2010
IEEE
147views Robotics» more  ICRA 2010»
13 years 7 months ago
Towards One Shot Learning by imitation for humanoid robots
— Teaching a robot to learn new knowledge is a repetitive and tedious process. In order to accelerate the process, we propose a novel template-based approach for robot arm moveme...
Yan Wu, Yiannis Demiris
DAGSTUHL
2003
13 years 10 months ago
Robot Finger Design for Developmental Tactile Interaction: Anthropomorphic Robotic Soft Fingertip with Randomly Distributed Rece
The developmental approach enables us to build adaptive robots, and furthermore, to understand the essence of intelligence from the constructivist viewpoint. In this paper, a new d...
Koh Hosoda
AMS
2007
Springer
247views Robotics» more  AMS 2007»
14 years 2 months ago
Towards Machine Learning of Motor Skills
Autonomous robots that can adapt to novel situations has been a long standing vision of robotics, artificial intelligence, and cognitive sciences. Early approaches to this goal du...
Jan Peters, Stefan Schaal, Bernhard Schölkopf