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ICRA
2006
IEEE
161views Robotics» more  ICRA 2006»
13 years 10 months ago
Quadruped Robot Obstacle Negotiation via Reinforcement Learning
— Legged robots can, in principle, traverse a large variety of obstacles and terrains. In this paper, we describe a successful application of reinforcement learning to the proble...
Honglak Lee, Yirong Shen, Chih-Han Yu, Gurjeet Sin...
IROS
2008
IEEE
92views Robotics» more  IROS 2008»
13 years 11 months ago
Underactuated point stabilization using predictive models with application to marine vehicles
— Point stabilization of an underactuated vehicle is most often accomplished using a periodic time-varying control law, resulting in oscillatory trajectories. We present a two-st...
Matthew Greytak, Franz Hover
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
ICRA
2008
IEEE
162views Robotics» more  ICRA 2008»
13 years 11 months ago
A control architecture for quadruped locomotion over rough terrain
— Legged robots have the potential to navigate a much larger variety of terrain than their wheeled counterparts. In this paper we present a hierarchical control architecture that...
J. Zico Kolter, Mike P. Rodgers, Andrew Y. Ng