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» Mobile robot learning by evolution of fuzzy controller
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ICRA
2002
IEEE
132views Robotics» more  ICRA 2002»
14 years 15 days ago
Fuzzy Logic Based Autonomous Skid Steering Vehicle Navigation
– A two-layer fuzzy logic controller has been designed for 2-D autonomous navigation of a skid steering vehicle in an obstacle filled environment. The first layer of the fuzzy co...
Lefteris Doitsidis, Kimon P. Valavanis, Nikos Tsou...
GECCO
2004
Springer
100views Optimization» more  GECCO 2004»
14 years 28 days ago
Transfer of Neuroevolved Controllers in Unstable Domains
In recent years, the evolution of artificial neural networks or neuroevolution has brought promising results in solving difficult reinforcement learning problems. But, like standa...
Faustino J. Gomez, Risto Miikkulainen
FUZZIEEE
2007
IEEE
14 years 1 months ago
Soft Target Based Obstacle Avoidance for Car-like Mobile Robot in Dynamic Environment
— The real time flexible operation of a car-like mobile robot with nonholonomic constraints in dynamic environment is still a very challenging problem. The difficulty lies in t...
Yougen Chen, Seiji Yasunobu
RAS
2007
150views more  RAS 2007»
13 years 7 months ago
Evolution of fuzzy behaviors for multi-robotic system
In a multi-robotic system, robots interact with each other in a dynamically changing environment. The robots need to be intelligent both at the individual and group levels. In thi...
Prahlad Vadakkepat, Xiao Peng, Boon Kiat Quek, Ton...
ENGL
2006
110views more  ENGL 2006»
13 years 7 months ago
Intelligent Control of an Autonomous Mobile Robot using Type-2 Fuzzy Logic
We develop a tracking controller for the dynamic model of unicycle mobile robot by integrating a kinematic controller and a torque controller based on Fuzzy Logic Theory. Computer ...
Leslie Astudillo, Oscar Castillo, Patricia Melin, ...