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ICML
2007
IEEE
14 years 11 months ago
Reinforcement learning by reward-weighted regression for operational space control
Many robot control problems of practical importance, including operational space control, can be reformulated as immediate reward reinforcement learning problems. However, few of ...
Jan Peters, Stefan Schaal
ICS
2009
Tsinghua U.
14 years 5 months ago
Fast and scalable list ranking on the GPU
General purpose programming on the graphics processing units (GPGPU) has received a lot of attention in the parallel computing community as it promises to offer the highest perfo...
M. Suhail Rehman, Kishore Kothapalli, P. J. Naraya...
ICRA
2009
IEEE
259views Robotics» more  ICRA 2009»
14 years 5 months ago
Constructing action set from basis functions for reinforcement learning of robot control
Abstract— Continuous action sets are used in many reinforcement learning (RL) applications in robot control since the control input is continuous. However, discrete action sets a...
Akihiko Yamaguchi, Jun Takamatsu, Tsukasa Ogasawar...
UIST
2009
ACM
14 years 4 months ago
ARC-Pad: absolute+relative cursor positioning for large displays with a mobile touchscreen
We introduce ARC-Pad (Absolute+Relative Cursor pad), a novel technique for interacting with large displays using a mobile phone’s touchscreen. In ARC-Pad we combine absolute and...
David C. McCallum, Pourang Irani
IROS
2006
IEEE
116views Robotics» more  IROS 2006»
14 years 4 months ago
Consistency of the EKF-SLAM Algorithm
— This paper presents an analysis of the extended Kalman filter formulation of simultaneous localisation and mapping (EKF-SLAM). We show that the algorithm produces very optimis...
Tim Bailey, Juan Nieto, José E. Guivant, Mi...