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ICRA
2006
IEEE
131views Robotics» more  ICRA 2006»
14 years 1 months ago
Using Reinforcement Learning to Improve Exploration Trajectories for Error Minimization
Abstract— The mapping and localization problems have received considerable attention in robotics recently. The exploration problem that drives mapping has started to generate sim...
Thomas Kollar, Nicholas Roy
ICRA
2010
IEEE
97views Robotics» more  ICRA 2010»
13 years 6 months ago
Probabilistic motion planning of balloons in strong, uncertain wind fields
—This paper introduces a new algorithm for probabilistic motion planning in arbitrary, uncertain vector fields, with emphasis on high-level planning for Montgolfier´e balloons...
Michael T. Wolf, Lars Blackmore, Yoshiaki Kuwata, ...
AR
2008
143views more  AR 2008»
13 years 7 months ago
Toward Human-Like Real-Time Manipulation: From Perception to Motion Planning
Human-like behavior is crucial for intelligent service robots that are to perform versatile tasks in day to day life. In this paper, an integrated approach to human-like manipulat...
Sukhan Lee, Hadi Moradi, Daesik Jang, Han-Young Ja...
RSS
2007
176views Robotics» more  RSS 2007»
13 years 9 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...
ICRA
2007
IEEE
103views Robotics» more  ICRA 2007»
14 years 1 months ago
Realization of Dynamics Simulator Embedded Robot Brain for Humanoid Robots
— This paper proposes the new robot programming environment in which robot motion programming environment and dynamics simulator are integrated. This allows robot motion programs...
Takashi Ogura, Kei Okada, Masayuki Inaba