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IJRR
2010
162views more  IJRR 2010»
14 years 7 months ago
Planning under Uncertainty for Robotic Tasks with Mixed Observability
Partially observable Markov decision processes (POMDPs) provide a principled, general framework for robot motion planning in uncertain and dynamic environments. They have been app...
Sylvie C. W. Ong, Shao Wei Png, David Hsu, Wee Sun...
ICRA
1995
IEEE
82views Robotics» more  ICRA 1995»
15 years 29 days ago
On Manipulator Posture Planning for Large Force Tasks
In this paper, we study the problem of large force/torque application using robotic systems with limited force/torque actuators. For such systems, the available workspace may be s...
Evangelos Papadopoulos, Yves Gonthier
ATAL
2010
Springer
14 years 10 months ago
Learning multirobot joint action plans from simultaneous task execution demonstrations
The central problem of designing intelligent robot systems which learn by demonstrations of desired behaviour has been largely studied within the field of robotics. Numerous archi...
Murilo Fernandes Martins, Yiannis Demiris
ICRA
2010
IEEE
111views Robotics» more  ICRA 2010»
14 years 8 months ago
Multi-tasking SLAM
— The problem of simultaneous localization and mapping (SLAM) is one of the most studied in the robotics literature. Most existing approaches, however, focus on scenarios where l...
Arthur Guez, Joelle Pineau
IJCAI
2003
14 years 10 months ago
Action Selection for Single- and Multi-Robot Tasks Using Cooperative Extended Kohonen Maps
This paper presents an action selection framework based on an assemblage of self-organizing neural networks called Cooperative Extended Kohonen Maps. This framework encapsulates t...
Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang Jr...