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» Perceptual Grounding in Robots
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AMS
2007
Springer
250views Robotics» more  AMS 2007»
15 years 1 months ago
SVMs for Vibration-Based Terrain Classification
When an outdoor mobile robot traverses different types of ground surfaces, different types of vibrations are induced in the body of the robot. These vibrations can be used to learn...
Christian Weiss, Matthias Stark, Andreas Zell
AI
2005
Springer
14 years 9 months ago
Semiotic schemas: A framework for grounding language in action and perception
A theoretical framework for grounding language is introduced that provides a computational path from sensing and motor action to words and speech acts. The approach combines conce...
Deb Roy
CEC
2007
IEEE
15 years 4 months ago
Parallel learning in heterogeneous multi-robot swarms
Abstract— Designing effective behavioral controllers for mobile robots can be difficult and tedious; this process can be circumvented by using unsupervised learning techniques w...
Jim Pugh, Alcherio Martinoli
ICRA
2003
IEEE
116views Robotics» more  ICRA 2003»
15 years 3 months ago
Learning to role-switch in multi-robot systems
We present an approach that uses Q-learning on individual robotic agents, for coordinating a missiontasked team of robots in a complex scenario. To reduce the size of the state sp...
Eric Martinson, Ronald C. Arkin
ICRA
2006
IEEE
130views Robotics» more  ICRA 2006»
15 years 4 months ago
Time Optimal Control for Quadruped Walking Robots
- Time optimal control method for quadruped walking robots are developed and installed into a practical robot system. Each leg is modeled as a two link manipulator whose time optim...
Hisashi Osumi, Shogo Kamiya, Hirokazu Kato, Kazuno...