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» Online Planning to Control a Packaging Infeed System
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ECAI
2010
Springer
14 years 9 months ago
Knowledge Compilation Using Interval Automata and Applications to Planning
Knowledge compilation [6, 5, 14, 8] consists in transforming a problem offline into a form which is tractable online. In this paper, we introduce new structures, based on the notio...
Alexandre Niveau, Hélène Fargier, C&...
ICRA
2002
IEEE
141views Robotics» more  ICRA 2002»
15 years 2 months ago
Movement Imitation with Nonlinear Dynamical Systems in Humanoid Robots
This article presents a new approach to movement planning, on-line trajectory modification, and imitation learning by representing movement plans based on a set of nonlinear di...
Auke Jan Ijspeert, Jun Nakanishi, Stefan Schaal
50
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IROS
2007
IEEE
98views Robotics» more  IROS 2007»
15 years 3 months ago
Discrete trajectory control algorithms for NIMS3D, an autonomous underconstrained three-dimensional cabled robot
— In this paper we present algorithms that enable precise trajectory control of NIMS3D, an underconstrained, three-dimensional cabled robot intended for use in actuated sensing. ...
Per Henrik Borgstrom, Nils Peter Borgstrom, Michae...
ICRA
2010
IEEE
150views Robotics» more  ICRA 2010»
14 years 8 months ago
Balancing state-space coverage in planning with dynamics
— Sampling-based kinodynamic planners, such as the popular RRT algorithm, have been proposed as promising solutions to planning for systems with dynamics. Nevertheless, complex s...
Yanbo Li, Kostas E. Bekris
UAI
2008
14 years 11 months ago
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping
We consider the problem of efficiently learning optimal control policies and value functions over large state spaces in an online setting in which estimates must be available afte...
Richard S. Sutton, Csaba Szepesvári, Alborz...