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» Model-Free Learning and Control in a Mobile Robot
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ICRA
2003
IEEE
120views Robotics» more  ICRA 2003»
13 years 11 months ago
Design and implementation of a behavior-based control and learning architecture for mobile robots
− A behavior-based control and learning architecture is proposed, where reinforcement learning is applied to learn proper associations between stimulus and response by using two ...
Il Hong Suh, Sanghoon Lee, Bong Oh Kim, Byung-Ju Y...
JIFS
1998
89views more  JIFS 1998»
13 years 5 months ago
Mobile robot learning by evolution of fuzzy controller
Sung-Bae Cho, Seung-Ik Lee
ICRA
2005
IEEE
140views Robotics» more  ICRA 2005»
13 years 12 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...
ISCAS
2006
IEEE
119views Hardware» more  ISCAS 2006»
14 years 8 days ago
Using self-organizing maps to control physical robots with omnidirectional drives
— In many application areas, robots most suitably employ classical PID controllers and the like. In the field of autonomous mobile robots, however, further adaptation features a...
Ralf Salomon, Hagen Burchardt, T. Schulz
AROBOTS
2000
137views more  AROBOTS 2000»
13 years 6 months ago
Acquiring Mobile Robot Behaviors by Learning Trajectory Velocities
Abstract. The development of robots that learn from experience is a relentless challenge confronting artificial intelligence today. This paper describes a robot learning method whi...
Koren Ward, Alexander Zelinsky