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» Architecture, the Backbone of Robotic Systems
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IROS
2006
IEEE
190views Robotics» more  IROS 2006»
15 years 3 months ago
Q-RAN: A Constructive Reinforcement Learning Approach for Robot Behavior Learning
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
Jun Li, Achim J. Lilienthal, Tomás Mart&iac...
GECCO
2003
Springer
112views Optimization» more  GECCO 2003»
15 years 3 months ago
Multi-agent Learning of Heterogeneous Robots by Evolutionary Subsumption
Abstract. Many multi-robot systems are heterogeneous cooperative systems, systems consisting of different species of robots cooperating with each other to achieve a common goal. T...
Hongwei Liu, Hitoshi Iba
IROS
2006
IEEE
127views Robotics» more  IROS 2006»
15 years 3 months ago
Learning Predictive Features in Affordance based Robotic Perception Systems
This work is about the relevance of Gibson’s concept of affordances [1] for visual perception in interactive and autonomous robotic systems. In extension to existing functional ...
Gerald Fritz, Lucas Paletta, Ralph Breithaupt, Eri...
AROBOTS
2007
129views more  AROBOTS 2007»
14 years 10 months ago
Behaviors for physical cooperation between robots for mobility improvement
— A team of small, low-cost robots instead of a single large, complex robot is useful in operations such as search and rescue, urban exploration etc. However, the performance of ...
Ashish Deshpande, Jonathan E. Luntz
IROS
2008
IEEE
119views Robotics» more  IROS 2008»
15 years 4 months ago
Robust stability analysis of a bilateral teleoperation system using the parameter space approach
— One of the main challenges in telerobotics is the selection of control architectures and control parameters, which are able to robustly stabilize the overall teleoperation syst...
Angelika Peer, Martin Buss