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IROS
2008
IEEE
171views Robotics» more  IROS 2008»
15 years 4 months ago
Action planner of hybrid leg-wheel robots for lunar and planetary exploration
— In this paper, we propose an action planning algorithm and its evaluation method based on dynamic simulation for a novel type of hybrid leg-wheel rover for planetary exploratio...
Eric Rohmer, Giulio Reina, Genya Ishigami, Keiji N...
CORR
2006
Springer
101views Education» more  CORR 2006»
14 years 9 months ago
Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot
We address the problem of autonomously learning controllers for visioncapable mobile robots. We extend McCallum's (1995) Nearest-Sequence Memory algorithm to allow for genera...
Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter,...
NIPS
2008
14 years 11 months ago
Bayesian Kernel Shaping for Learning Control
In kernel-based regression learning, optimizing each kernel individually is useful when the data density, curvature of regression surfaces (or decision boundaries) or magnitude of...
Jo-Anne Ting, Mrinal Kalakrishnan, Sethu Vijayakum...
ICRA
2007
IEEE
117views Robotics» more  ICRA 2007»
15 years 3 months ago
A Noble Bilateral Teleoperation System for Human Guided Spinal Fusion
— In order to provide improved convenience for a surgeon in spinal fusion surgery, a robot system should i) closely engage in surgeon’s operation using an end effector, and ii)...
Keehoon Kim, Jongwon Lee, Wan Kyun Chung, Seungmoo...
ANNS
2010
14 years 4 months ago
Search Space Restriction of Neuro-evolution through Constrained Modularization of Neural Networks
Evolving recurrent neural networks for behavior control of robots equipped with larger sets of sensors and actuators is difficult due to the large search spaces that come with the ...
Christian W. Rempis, Frank Pasemann