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» Neural Network Controller for Constrained Robot Manipulators
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GECCO
2009
Springer
122views Optimization» more  GECCO 2009»
14 years 2 months ago
Evolving symmetric and modular neural networks for distributed control
Problems such as the design of distributed controllers are characterized by modularity and symmetry. However, the symmetries useful for solving them are often difficult to determ...
Vinod K. Valsalam, Risto Miikkulainen
GECCO
2007
Springer
186views Optimization» more  GECCO 2007»
14 years 2 months ago
Evolving controllers for simulated car racing using object oriented genetic programming
Several different controller representations are compared on a non-trivial problem in simulated car racing, with respect to learning speed and final fitness. The controller rep...
Alexandros Agapitos, Julian Togelius, Simon M. Luc...
GECCO
2004
Springer
14 years 1 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
ICRA
2006
IEEE
217views Robotics» more  ICRA 2006»
14 years 1 months ago
Complete Coverage Control for Nonholonomic Mobile Robots in Dynamic Environments
— We study the problem of generating continuous steering control for robots to completely cover a bounded region over a finite time. First, we pack the area by disks of minimum ...
Yi Guo, Mohanakrishnan Balakrishnan
ICRA
1998
IEEE
142views Robotics» more  ICRA 1998»
14 years 4 days ago
DLR's Multisensory Articulated Hand - Part II: The Parallel Torque/Position Control System
This paper gives a brief description of feedback control systems engaged in DLR's recently developed multisensory 4finger robot hand. The work is concentrated on constructing...
Hong Liu, Peter Meusel, Jörg Butterfaß,...