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ATAL
2006
Springer
13 years 11 months ago
Multi-robot learning with particle swarm optimization
We apply an adapted version of Particle Swarm Optimization to distributed unsupervised robotic learning in groups of robots with only local information. The performance of the lea...
Jim Pugh, Alcherio Martinoli
TSMC
2011
328views more  TSMC 2011»
13 years 2 months ago
Morphogenetic Robotics: An Emerging New Field in Developmental Robotics
—Developmental robotics is also known as epigenetic robotics. We propose in this paper that there is one substantial difference between developmental robotics and epigenetic robo...
Yaochu Jin, Yan Meng
ICRA
2006
IEEE
97views Robotics» more  ICRA 2006»
14 years 1 months ago
Pattern Generation with Multiple Robots
— We develop decentralized controllers for a swarm of robots to generate a desired two-dimensional geometric pattern specified by a smooth function while maintaining specified ...
Mong-ying A. Hsieh, Vijay Kumar
SWARM
2008
SPRINGER
13 years 7 months ago
Massively multi-robot simulation in stage
Abstract Stage is a C++ software library that simulates multiple mobile robots. Stage version 2, as the simulation backend for the Player/Stage system, may be the most commonly use...
Richard Vaughan
GECCO
2007
Springer
182views Optimization» more  GECCO 2007»
13 years 11 months ago
Stochastic training of a biologically plausible spino-neuromuscular system model
A primary goal of evolutionary robotics is to create systems that are as robust and adaptive as the human body. Moving toward this goal often involves training control systems tha...
Stanley Phillips Gotshall, Terence Soule