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» Policy gradient learning for quadruped soccer robots
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RAS
2010
220views more  RAS 2010»
12 years 12 months ago
Policy gradient learning for quadruped soccer robots
Andrea Cherubini, Francesca Giannone, Luca Iocchi,...
AGENTS
2001
Springer
13 years 9 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»
13 years 11 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»
13 years 11 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»
13 years 11 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