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AIIA
1995
Springer
15 years 3 months ago
Evolving non-Trivial Behaviors on Real Robots: an Autonomous Robot that Picks up Objects
Recently, a new approach that involves a form of simulated evolution has been proposed for the building of autonomous robots. However, it is still not clear if this approach may b...
Stefano Nolfi, Domenico Parisi
ICANN
2003
Springer
15 years 5 months ago
Unsupervised Learning of a Kinematic Arm Model
Abstract. An abstract recurrent neural network trained by an unsupervised method is applied to the kinematic control of a robot arm. The network is a novel extension of the Neural ...
Heiko Hoffmann, Ralf Möller
ICRA
2007
IEEE
147views Robotics» more  ICRA 2007»
15 years 6 months ago
Neural Reinforcement Learning Controllers for a Real Robot Application
— Accurate and fast control of wheel speeds in the presence of noise and nonlinearities is one of the crucial requirements for building fast mobile robots, as they are required i...
Roland Hafner, Martin Riedmiller
ICRA
2006
IEEE
110views Robotics» more  ICRA 2006»
15 years 6 months ago
Transfer of Learning for Complex Task Domains: a Demonstration using Multiple Robots
— This paper demonstrates a learning mechanism for complex tasks. Such tasks may be inherently expensive to learn in terms of training time and/or cost of obtaining each training...
Sameer Singh, Julie A. Adams
ICRA
2000
IEEE
82views Robotics» more  ICRA 2000»
15 years 4 months ago
Robot Assisted Standing-Up
The paper presents a novel control approach for the robot-assisted motion augmentation of disabled subjects during the standing-up manoeuvre. The main goal of the proposal is to i...
Roman Kamnik, Tadej Bajd