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IROS
2007
IEEE
123views Robotics» more  IROS 2007»
14 years 2 months ago
Natural task decomposition with intrinsic potential fields
— Any given task can be solved in a number of ways, whether through path-planning, modeling, or control techniques. In this paper, we present a methodology for natural task decom...
Stephen Hart, Roderic A. Grupen
IROS
2006
IEEE
113views Robotics» more  IROS 2006»
14 years 2 months ago
A Hybrid Approach to Practical Self Collision Detection System of Humanoid Robot
— Online self collision detection system for humanoid robots is an essentially important function for developing sensor based behaviors without worrying about breaking hardware. ...
Kei Okada, Masayuki Inaba
ESANN
2007
13 years 9 months ago
Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning
In this paper, we investigate motor primitive learning with the Natural Actor-Critic approach. The Natural Actor-Critic consists out of actor updates which are achieved using natur...
Jan Peters, Stefan Schaal
FBIT
2007
IEEE
14 years 2 months ago
Learning to Drive a Real Car in 20 Minutes
The paper describes our first experiments on Reinforcement Learning to steer a real robot car. The applied method, Neural Fitted Q Iteration (NFQ) is purely data-driven based on ...
Martin Riedmiller, Michael Montemerlo, Hendrik Dah...
IROS
2009
IEEE
145views Robotics» more  IROS 2009»
14 years 2 months ago
Action-related place-based mobile manipulation
— In mobile manipulation, the position to which the robot navigates has a large influence on the ease with which a subsequent manipulation action can be performed. Whether a man...
Freek Stulp, Andreas Fedrizzi, Michael Beetz