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» Evolved Controllers for Simulated Locomotion
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IJRR
2010
93views more  IJRR 2010»
13 years 6 months ago
Stability Analysis of Passive Dynamic Walking of Quadrupeds
We introduce a detailed numerical simulation and analysis framework to extend the principles of passive dynamic walking to quadrupedal locomotion. Non-linear limit cycle methods a...
C. David Remy, Keith W. Buffinton, Roland Siegwart
CEC
2009
IEEE
14 years 2 months ago
HyperNEAT controlled robots learn how to drive on roads in simulated environment
Abstract— In this paper we describe simulation of autonomous robots controlled by recurrent neural networks, which are evolved through indirect encoding using HyperNEAT algorithm...
Jan Drchal, Jan Koutník, Miroslav Snorek
GECCO
2004
Springer
115views Optimization» more  GECCO 2004»
14 years 1 months ago
Robotic Control Using Hierarchical Genetic Programming
In this paper, we compare the performance of hierarchical GP methods (Automatically Defined Functions, Module Acquisition, Adaptive Representation through Learning) with the canon...
Marcin L. Pilat, Franz Oppacher
ECAL
2007
Springer
14 years 1 months ago
Simulations of Simulations in Evolutionary Robotics
Abstract. In recent years simulation tools for agent-environment interactions have included increasingly complex and physically realistic conditions. These simulations pose challen...
Edgar Bermudez Contreras, Anil K. Seth
ICRA
2005
IEEE
155views Robotics» more  ICRA 2005»
14 years 1 months ago
CPG Design using Inhibitory Networks
– We describe in detail the behavior of an inhibitory Central Pattern Generator (CPG) network for robot control. A four-neuron, mutual inhibitory network forms the basic coordina...
M. Anthony Lewis, Francesco Tenore, Ralph Etienne-...