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» A Simulation Optimization Framework for Locomotive Planning
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ATMOS
2007
124views Optimization» more  ATMOS 2007»
13 years 6 months ago
A Simulation/Optimization Framework for Locomotive Planning
Abstract. In this paper, we give an overview of the Locomotive Simulater/Optimizer (LSO) decision support system developed by us for railroads. This software is designed to imitate...
Artyom G. Nahapetyan, Ravindra K. Ahuja, F. Zeynep...
SIGGRAPH
2010
ACM
13 years 9 months ago
Terrain-adaptive bipedal locomotion control
We describe a framework for the automatic synthesis of biped locomotion controllers that adapt to uneven terrain at run-time. The framework consists of two components: a per-foots...
Jia-chi Wu, Zoran Popovic
IJRR
2011
126views more  IJRR 2011»
12 years 11 months ago
Optimization and learning for rough terrain legged locomotion
We present a novel approach to legged locomotion over rough terrain that is thoroughly rooted in optimization. This approach relies on a hierarchy of fast, anytime algorithms to p...
Matthew Zucker, Nathan D. Ratliff, Martin Stolle, ...
SIGGRAPH
2010
ACM
13 years 9 months ago
Robust physics-based locomotion using low-dimensional planning
This paper presents a physics-based locomotion controller based on online planning. At each time-step, a planner optimizes locomotion over multiple phases of gait. Stance dynamics...
Igor Mordatch, Martin de Lasa, Aaron Hertzmann
ICRA
2005
IEEE
129views Robotics» more  ICRA 2005»
13 years 10 months ago
Dynamic Programming in Reduced Dimensional Spaces: Dynamic Planning For Robust Biped Locomotion
— We explore the use of computational optimal control techniques for automated construction of policies in complex dynamic environments. Our implementation of dynamic programming...
Mike Stilman, Christopher G. Atkeson, James Kuffne...