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» Learning Behaviors Models for Robot Execution Control
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IJRR
2008
139views more  IJRR 2008»
15 years 4 months ago
Learning to Control in Operational Space
One of the most general frameworks for phrasing control problems for complex, redundant robots is operational space control. However, while this framework is of essential importan...
Jan Peters, Stefan Schaal
ICRA
2007
IEEE
117views Robotics» more  ICRA 2007»
15 years 10 months ago
Integration of Coordination Mechanisms in the BITE Multi-Robot Architecture
— Recent years are seeing a renewed interest in general multi-robot architectures, capable of automating coordination. However, few architectures explore integration of multiple ...
Gal A. Kaminka, Inna Frenkel
RAS
2007
122views more  RAS 2007»
15 years 3 months ago
Developmental learning for autonomous robots
Developmental robotics is concerned with the design of algorithms that promote robot adaptation and learning through qualitative growth of behaviour and increasing levels of compe...
M. H. Lee, Q. Meng, F. Chao
TROB
2002
132views more  TROB 2002»
15 years 3 months ago
Performance of a distributed robotic system using shared communications channels
We have designed and built a set of miniature robots called Scouts and have developed a distributed software system to control them. This paper addresses the fundamental choices we...
Paul E. Rybski, Sascha Stoeter, Maria L. Gini, Dea...
ATAL
2010
Springer
15 years 5 months ago
Frequency adjusted multi-agent Q-learning
Multi-agent learning is a crucial method to control or find solutions for systems, in which more than one entity needs to be adaptive. In today's interconnected world, such s...
Michael Kaisers, Karl Tuyls