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TROB
2002
121views more  TROB 2002»
13 years 10 months ago
Adaptive force control of position/velocity controlled robots: theory and experiment
This paper addresses the problem of achieving exact dynamic force control with manipulators possessing the low-level position and/or velocity controllers typically employed in indu...
Jaydeep Roy, Louis L. Whitcomb
ALIFE
2010
13 years 9 months ago
The Utility of Evolving Simulated Robot Morphology Increases with Task Complexity for Object Manipulation
Embodied artificial intelligence argues that the body and brain play equally important roles in the generation of adaptive behavior. An increasingly common approach therefore is to...
Josh Bongard
EUSFLAT
2001
144views Fuzzy Logic» more  EUSFLAT 2001»
13 years 11 months ago
Adaptive torque control using a connectionist reinforcement learning agent
The correction of angular misalignment between mating components is a fundamental requirement for their successful assembly. In this paper we present how a learning agent based on...
Lorenzo Brignone, Martin Howarth, S. Sivayoganatha...
ICONIP
2010
13 years 9 months ago
Learning Basis Representations of Inverse Dynamics Models for Real-Time Adaptive Control
Abstract. In this paper, we propose a novel approach for adaptive control of robotic manipulators. Our approach uses a representation of inverse dynamics models learned from a vari...
Yasuhito Horiguchi, Takamitsu Matsubara, Masatsugu...
ICRA
2006
IEEE
124views Robotics» more  ICRA 2006»
14 years 4 months ago
Hybrid Vision-force Robot Control for Tasks on Unknown Smooth Surfaces
— This work considers a hybrid force and vision control system for robotic manipulators using a force sensor and a fixed uncalibrated camera. A method is proposed to combine dir...
Antonio C. Leite, Fernando C. Lizarralde, Liu Hsu