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» Behavior Based Robotics Using Hybrid Automata
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AAAI
2010
13 years 10 months ago
Task Space Behavior Learning for Humanoid Robots using Gaussian Mixture Models
In this paper a system was developed for robot behavior acquisition using kinesthetic demonstrations. It enables a humanoid robot to imitate constrained reaching gestures directed...
Kaushik Subramanian
ICRA
2007
IEEE
138views Robotics» more  ICRA 2007»
14 years 3 months ago
Where's Waldo? Sensor-Based Temporal Logic Motion Planning
— Given a robot model and a class of admissible environments, this paper provides a framework for automatically and verifiably composing controllers that satisfy high level task...
Hadas Kress-Gazit, Georgios E. Fainekos, George J....
ICRA
1999
IEEE
133views Robotics» more  ICRA 1999»
14 years 1 months ago
Control of Flexible-Manufacturing Workcells Using Extended Moore Automata
The modeling and control flexible-manufacturing workcells (FMCs) has generally been performed in a hierarchical structure, where at the highest level they have been modeled as dis...
A. Ramírez, C. Sriskandarajah, Beno Benhabi...
MICAI
2007
Springer
14 years 3 months ago
Learning Performance in Evolutionary Behavior Based Mobile Robot Navigation
Abstract. In this paper we utilize information theory to study the impact in learning performance of various motivation and environmental configurations. This study is done within...
Tomás Arredondo Vidal, Wolfgang Freund, C&e...
ICRA
1998
IEEE
144views Robotics» more  ICRA 1998»
14 years 1 months 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