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JMLR
2010
148views more  JMLR 2010»
13 years 2 months ago
A Generalized Path Integral Control Approach to Reinforcement Learning
With the goal to generate more scalable algorithms with higher efficiency and fewer open parameters, reinforcement learning (RL) has recently moved towards combining classical tec...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
ICRA
2007
IEEE
157views Robotics» more  ICRA 2007»
14 years 2 months ago
Learning to Select State Machines using Expert Advice on an Autonomous Robot
— Hierarchical state machines have proven to be a powerful tool for controlling autonomous robots due to their flexibility and modularity. For most real robot implementations, h...
Brenna Argall, Brett Browning, Manuela M. Veloso
IJRR
2007
181views more  IJRR 2007»
13 years 8 months ago
Optimal Rough Terrain Trajectory Generation for Wheeled Mobile Robots
An algorithm is presented for wheeled mobile robot trajectory generation that achieves a high degree of generality and efficiency. The generality derives from numerical lineariza...
Thomas M. Howard, Alonzo Kelly
ICRA
2005
IEEE
119views Robotics» more  ICRA 2005»
14 years 1 months ago
Synthesis of Controllers for Stylized Planar Bipedal Walking
— We present a method for computing controllers for stable planar-biped walking gaits that follow a particular style. The desired style is specified with a kinematic target traj...
Dana Sharon, Michiel van de Panne
ICRA
2000
IEEE
116views Robotics» more  ICRA 2000»
14 years 12 days ago
Interception of a Projectile Using a Human Vision-Based Strategy
Visual-servoing tasks for mobile robots characteristically require the processing of vast amounts of navigational information which can impede the performance of even the most wel...
Justin A. Borgstadt, Nicola J. Ferrier