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» Policy gradient learning for quadruped soccer robots
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RAS
2010
220views more  RAS 2010»
13 years 2 months ago
Policy gradient learning for quadruped soccer robots
Andrea Cherubini, Francesca Giannone, Luca Iocchi,...
AGENTS
2001
Springer
13 years 12 months ago
CMPack: a complete software system for autonomous legged soccer robots
This paper describes a completely implemented, fully autonomous software system for soccer playing quadruped robots. The system includes real-time color vision, probabilistic loca...
Scott Lenser, James Bruce, Manuela M. Veloso
ICRA
2006
IEEE
161views Robotics» more  ICRA 2006»
14 years 1 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
2007
IEEE
123views Robotics» more  IROS 2007»
14 years 1 months ago
An extended policy gradient algorithm for robot task learning
Andrea Cherubini, Francesca Giannone, Luca Iocchi,...
IROS
2006
IEEE
113views Robotics» more  IROS 2006»
14 years 1 months ago
Policy Gradient Methods for Robotics
— The aquisition and improvement of motor skills and control policies for robotics from trial and error is of essential importance if robots should ever leave precisely pre-struc...
Jan Peters, Stefan Schaal