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GECCO
2007
Springer
178views Optimization» more  GECCO 2007»
15 years 8 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...
117
Voted
ICRA
2006
IEEE
89views Robotics» more  ICRA 2006»
15 years 8 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 6 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
ECML
2006
Springer
15 years 5 months ago
Efficient Non-linear Control Through Neuroevolution
Abstract. Many complex control problems are not amenable to traditional controller design. Not only is it difficult to model real systems, but often it is unclear what kind of beha...
Faustino J. Gomez, Jürgen Schmidhuber, Risto ...
LSSC
2007
Springer
15 years 8 months ago
Optimization Based Stabilization of Nonlinear Control Systems
We present a general framework for analysis and design of optimization based numerical feedback stabilization schemes utilizing ideas from relaxed dynamic programming. The applicat...
Lars Grüne