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CARL: controllable agent with reinforcement learning for quadruped locomotion
ACM Transactions on Graphics (TOG), Volume 39, Issue 4Article No.: 38, Pages 38:1–38:10https://doi.org/10.1145/3386569.3392433Motion synthesis in a dynamic environment has been a long-standing problem for character animation. Methods using motion capture data tend to scale poorly in complex environments because of their larger capturing and labeling requirement. Physics-based ...
- research-articleNovember 2015
Tractable locomotion planning for RoboSimian
International Journal of Robotics Research (RBRS), Volume 34, Issue 13Pages 1541–1558https://doi.org/10.1177/0278364915584947This paper investigates practical solutions for low-bandwidth, teleoperated mobility for RoboSimian in complex environments. Locomotion planning for this robot is challenging due to kinematic redundancy. We present an end-to-end planning method that ...
- research-articleJuly 2014
Quadrupedal locomotion using hierarchical operational space control
International Journal of Robotics Research (RBRS), Volume 33, Issue 8Pages 1047–1062https://doi.org/10.1177/0278364913519834This paper presents the application of operational space control based on hierarchical task optimization for quadrupedal locomotion. We show how the behavior of a complex robotic machine can be described by a simple set of least squares problems with ...
- articleSeptember 2012
Learning Fast Quadruped Robot Gaits with the RL PoWER Spline Parameterization
Cybernetics and Information Technologies (CYBAIT), Volume 12, Issue 3Pages 66–75https://doi.org/10.2478/cait-2012-0022AbstractLegged robots are uniquely privileged over their wheeled counterparts in their potential to access rugged terrain. However, designing walking gaits by hand for legged robots is a difficult and time-consuming process, so we seek algorithms ...
- articleApril 2010
Bounding with Active Wheels and Liftoff Angle Velocity Adjustment
International Journal of Robotics Research (RBRS), Volume 29, Issue 4Pages 414–427https://doi.org/10.1177/0278364909336807The bounding gait for the Platform for Ambulating Wheels (PAW), a new and unique hybrid wheeled-leg system is presented. Two hypotheses are tested and discussed: first, that the robot's forward speed can be increased by increasing the leg liftoff angles ...
- articleOctober 2008
Thrust Control, Stabilization and Energetics of a Quadruped Running Robot
International Journal of Robotics Research (RBRS), Volume 27, Issue 10Pages 1135–1151https://doi.org/10.1177/0278364908097063In order to achieve powered autonomous running robots it is essential to develop efficient actuator systems, especially for generating the radial thrust in the legs. In addition, the control of the radial thrust of the legs can be a simple, effective ...
- ArticleAugust 2008
Locomotion of legged robot with locked joint
ISTASC'08: Proceedings of the 8th conference on Systems theory and scientific computationPages 172–176Fault-tolerant gaits in robot's locomotion are defined as gaits with which legged robot can continue their walking after a failure event occurs to a leg of the robot. This means that for a given type of failure, the problem of finding fault-tolerant ...
- articleMay 2007
Adaptive Dynamic Walking of a Quadruped Robot on Natural Ground Based on Biological Concepts
International Journal of Robotics Research (RBRS), Volume 26, Issue 5Pages 475–490https://doi.org/10.1177/0278364907078089The paper reports on a project to make a quadruped robot walk with medium forward speed on irregular terrain in an outdoor environment using a neural system model. The necessary conditions for stable dynamic walking on irregular terrain in general are ...
- research-articleAugust 2006
The effect of asymmetrical body-mass distribution on the stability and dynamics of quadruped bounding
IEEE Transactions on Robotics (TOR), Volume 22, Issue 4Pages 711–723https://doi.org/10.1109/TRO.2006.875477The effect of asymmetrical body-mass distribution on the stability and dynamics of two-degree-of-freedom quadruped bounding in place is investigated in this study. An analytical stability criterion for bounding of quadrupeds with asymmetrical mass ...