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ECAL
1999
Springer
14 years 26 days ago
Evolution of Neural Controllers with Adaptive Synapses and Compact Genetic Encoding
Abstract. This paper is concerned with arti cial evolution of neurocontrollers with adaptive synapses for autonomous mobile robots. The method consists of encoding on the genotype ...
Dario Floreano, Joseba Urzelai
CEC
2009
IEEE
14 years 17 days ago
Reverse-engineering of artificially evolved controllers for swarms of robots
It is generally challenging to design decentralized controllers for swarms of robots because there is often no obvious relation between the individual robot behaviors and the final...
Sabine Hauert, Jean-Christophe Zufferey, Dario Flo...
ICRA
2003
IEEE
116views Robotics» more  ICRA 2003»
14 years 1 months ago
Learning to role-switch in multi-robot systems
We present an approach that uses Q-learning on individual robotic agents, for coordinating a missiontasked team of robots in a complex scenario. To reduce the size of the state sp...
Eric Martinson, Ronald C. Arkin
ECBS
2004
IEEE
115views Hardware» more  ECBS 2004»
14 years 9 days ago
Supporting Evolutionary Development by Feature Models and Traceability Links
During their usage, software systems have to be changed constantly. If such changes are implemented in an incomplete or inconsistent way a loss of architectural quality will occur...
Matthias Riebisch
SAMOS
2007
Springer
14 years 2 months ago
An Evolutionary Approach to Area-Time Optimization of FPGA designs
—This paper presents a new methodology based on evolutionary multi-objective optimization (EMO) to synthesize multiple complex modules on programmable devices (FPGAs). It starts ...
Fabrizio Ferrandi, Pier Luca Lanzi, Gianluca Paler...