Integrating a Hierarchy of Simulation Tools for Legged Robot Locomotion
Andrew G. Slatton, Yang Ding, Paul B. Umbanhowar, Daniel I. Goldman, Galen Clark Haynes, Haldun Komsuoḡlu, Daniel E. Koditschek, Daniel C. Cohen
- 发表年份
- 2008
- 引用次数
- 2
- 访问权限
- 开放获取
摘要
Abstract — We are interested in the development of a variety of legged robot platforms intended for operation in unstructured outdoor terrain. In such settings, the traditions of rational engineering design, driven by analytically informed and computationally assisted studies of robot-environment models, remain ineffective due to the complexity of both the robot designs and the terrain in which they must operate. Instead, empirical trial and error often drives the necessary incremental and iterative design process, hence the development of such robots remains expensive both in time and cost, and is often closely dependent upon the substrate properties of the locomotion terrain. This paper describes a series of concurrent but increasingly coordinated software development efforts that aim to diminish the gap between easily interfaced and physically sound computational models of a real robot’s operation in a
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002