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ICRA
2009
IEEE
259views Robotics» more  ICRA 2009»
16 years 1 months ago
Constructing action set from basis functions for reinforcement learning of robot control
Abstract— Continuous action sets are used in many reinforcement learning (RL) applications in robot control since the control input is continuous. However, discrete action sets a...
Akihiko Yamaguchi, Jun Takamatsu, Tsukasa Ogasawar...
ICRA
2007
IEEE
105views Robotics» more  ICRA 2007»
16 years 25 days ago
Whole body adhesion: hierarchical, directional and distributed control of adhesive forces for a climbing robot
— We describe the design and control of a new bio-inspired climbing robot designed to scale smooth vertical surfaces using directional adhesive materials. The robot, called Stick...
Sangbae Kim, Matthew Spenko, Salomon Trujillo, Bar...
ICRA
2009
IEEE
207views Robotics» more  ICRA 2009»
15 years 4 months ago
Bayesian network-based behavior control for skilligent robots
A Skilligent robot must be able to learn skills autonomously to accomplish a task. "Skilligence" is the capacity of the robot to control behaviors reasonably, based on th...
Sang Hyoung Lee, Il Hong Suh
IROS
2008
IEEE
171views Robotics» more  IROS 2008»
16 years 28 days ago
Biomimetic grasp planning for cortical control of a robotic hand
— In this paper we outline a grasp planning system designed to augment the cortical control of a prosthetic arm and hand. A key aspect of this task is the presence of on-line use...
Matei T. Ciocarlie, Samuel T. Clanton, M. Chance S...
FUZZIEEE
2007
IEEE
16 years 26 days ago
A Genetic Algorithm Based Architecture for Evolving Type-2 Fuzzy Logic Controllers for Real World Autonomous Mobile Robots
— The type-2 Fuzzy Logic Controller (FLC) has started to emerge as a promising control mechanism for autonomous mobile robots navigating in real world environments. This is becau...
Christian Wagner, Hani Hagras