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» Evolved Neurodynamics for Robot Control
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ICRA
2009
IEEE
159views Robotics» more  ICRA 2009»
14 years 5 months ago
State transition, balancing, station keeping, and yaw control for a dynamically stable single spherical wheel mobile robot
— Unlike statically stable wheeled mobile robots, dynamically stable mobile robots can have higher centers of gravity, smaller bases of support and can be tall and thin resemblin...
Umashankar Nagarajan, Anish Mampetta, George Kanto...
ICES
2010
Springer
148views Hardware» more  ICES 2010»
13 years 8 months ago
HyperNEAT for Locomotion Control in Modular Robots
Abstract. In an application where autonomous robots can amalgamate spontaneously into arbitrary organisms, the individual robots cannot know a priori at which location in an organi...
Evert Haasdijk, Andrei A. Rusu, A. E. Eiben
GECCO
2004
Springer
14 years 4 months ago
Evolved Motor Primitives and Sequences in a Hierarchical Recurrent Neural Network
This study describes how complex goal-directed behavior can evolve in a hierarchically organized recurrent neural network controlling a simulated Khepera robot. Different types of ...
Rainer W. Paine, Jun Tani
CORR
2004
Springer
122views Education» more  CORR 2004»
13 years 10 months ago
Evolution of a Subsumption Architecture Neurocontroller
An approach to robotics called layered evolution and merging features from the subsumption architecture into evolutionary robotics is presented, and its advantages are discussed. T...
Julian Togelius
GECCO
2003
Springer
128views Optimization» more  GECCO 2003»
14 years 4 months ago
Learning Biped Locomotion from First Principles on a Simulated Humanoid Robot Using Linear Genetic Programming
We describe the first instance of an approach for control programming of humanoid robots, based on evolution as the main adaptation mechanism. In an attempt to overcome some of th...
Krister Wolff, Peter Nordin