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2007
176views Robotics» more  RSS 2007»
13 years 7 months ago
Active Policy Learning for Robot Planning and Exploration under Uncertainty
Abstract— This paper proposes a simulation-based active policy learning algorithm for finite-horizon, partially-observed sequential decision processes. The algorithm is tested i...
Ruben Martinez-Cantin, Nando de Freitas, Arnaud Do...
CDC
2009
IEEE
170views Control Systems» more  CDC 2009»
13 years 3 months ago
ESMF based multiple UAVs active cooperative observation method in relative velocity coordinates
based on extended set-membership filter (ESMF) and the path planning method in relative velocity coordinates (RVCs), a new 3D multiple Unmanned Aerial Vehicle (UAV) systems active ...
Feng Gu, Yuqing He, Jianda Han, Yuechao Wang
ICIP
2004
IEEE
14 years 7 months ago
Image content-based active sensor planning for a mobile trinocular active vision system
In this paper, we present a sensor planning approach for a mobile trinocular active vision system. At the stationary state (i.e., no motion) the sensor planning system calculates ...
Aly A. Farag, Alaa E. Abdel-Hakim
ICRA
1994
IEEE
89views Robotics» more  ICRA 1994»
13 years 9 months ago
Computation of Shape Through Controlled Active Exploration
Accurate knowledge of depth continues to be of critical importance in robotic systems. Without accurate depth knowledge, tasks such as inspection, tracking, grasping, and collisio...
Christopher E. Smith, Nikolaos Papanikolopoulos
ICRA
2007
IEEE
130views Robotics» more  ICRA 2007»
13 years 12 months ago
View Planning of Multiple Active Cameras for Wide Area Surveillance
— This paper describes a view planning of multiple cameras for tracking multiple persons for surveillance purposes. When only a few active cameras are used to cover a wide area, ...
Noriko Takemura, Jun Miura