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GECCO
2009
Springer
15 years 2 months ago
NEAT in increasingly non-linear control situations
Evolution of neural networks, as implemented in NEAT, has proven itself successful on a variety of low-level control problems such as pole balancing and vehicle control. Nonethele...
Matthias J. Linhardt, Martin V. Butz
EAAI
2008
136views more  EAAI 2008»
14 years 10 months ago
Adaptive fuzzy control of a non-linear servo-drive: Theory and experimental results
Adaptive fuzzy control has been an active research area over the last decade and several stable adaptive fuzzy controllers have been proposed in the literature. Such controllers a...
Domenico Bellomo, David Naso, Robert Babuska
GECCO
2007
Springer
178views Optimization» more  GECCO 2007»
15 years 4 months ago
Nonlinear dynamics modelling for controller evolution
The problem of how to acquire a model of a physical robot, which is fit for evolution of controllers that can subsequently be used to control that robot, is considered in the con...
Julian Togelius, Renzo De Nardi, Hugo Gravato Marq...
ICRA
2006
IEEE
89views Robotics» more  ICRA 2006»
15 years 4 months ago
A Vision-based Nonlinear Decentralized Controller for Unmanned Vehicles
— This paper presents a vision-based control strategy for decentralized stabilization of unmanned vehicle (UV) formations. The key point of the algorithm is that it only requires...
Omar A. A. Orqueda, Rafael B. Fierro
HYBRID
1999
Springer
15 years 2 months ago
Computing Controllers for Nonlinear Hybrid Systems
We discuss a procedure for synthesizing controllers for safety specifications for hybrid systems. The procedure depends on the construction of the set of states of a continuous dy...
Claire Tomlin, John Lygeros, Shankar Sastry