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ICRA
2008
IEEE
197views Robotics» more  ICRA 2008»
13 years 11 months ago
Approximate optimal control of the compass gait on rough terrain
Abstract— In this paper, we explore the capabilities of actuated models of the compass gait walker on rough terrain. We solve for the optimal high-level feedback policy to negoti...
Katie Byl, Russ Tedrake
IROS
2007
IEEE
144views Robotics» more  IROS 2007»
13 years 11 months ago
Bipedal walking on rough terrain using manifold control
— This paper presents an algorithm for adapting periodic behavior to gradual shifts in task parameters. Since learning optimal control in high dimensional domains is subject to t...
Tom Erez, William D. Smart
ICRA
2009
IEEE
151views Robotics» more  ICRA 2009»
13 years 11 months ago
Minimalistic control of a compass gait robot in rough terrain
— Although there has been an increasing interest in dynamic bipedal locomotion for significant improvement of energy efficiency and dexterity of mobile robots in the real world...
Fumiya Iida, Russ Tedrake
SAB
2010
Springer
226views Optimization» more  SAB 2010»
13 years 3 months ago
Distributed Online Learning of Central Pattern Generators in Modular Robots
Abstract. In this paper we study distributed online learning of locomotion gaits for modular robots. The learning is based on a stochastic approximation method, SPSA, which optimiz...
David Johan Christensen, Alexander Spröwitz, ...