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ICML
1998
IEEE
16 years 7 months ago
RL-TOPS: An Architecture for Modularity and Re-Use in Reinforcement Learning
This paper introduces the RL-TOPs architecture for robot learning, a hybrid system combining teleo-reactive planning and reinforcement learning techniques. The aim of this system ...
Malcolm R. K. Ryan, Mark D. Pendrith
ICML
1997
IEEE
16 years 7 months ago
Hierarchical Explanation-Based Reinforcement Learning
Explanation-Based Reinforcement Learning (EBRL) was introduced by Dietterich and Flann as a way of combining the ability of Reinforcement Learning (RL) to learn optimal plans with...
Prasad Tadepalli, Thomas G. Dietterich
IROS
2009
IEEE
180views Robotics» more  IROS 2009»
16 years 28 days ago
Robot Jenga: Autonomous and strategic block extraction
Abstract— This paper describes our successful implementation of a robot that autonomously and strategically removes multiple blocks from an unstable Jenga tower. We present an in...
Jiuguang Wang, Philip Rogers, Lonnie Parker, Dougl...
ETFA
2008
IEEE
16 years 22 days ago
Automatic generation of bond graph models of process plants
This paper presents an application for the automatic generation of Bond Graph models. The basis for this automated creation is a modified plant model in the XML-format according t...
Sebastian Beez, Alexander Fay, Nina F. Thornhill
IROS
2007
IEEE
138views Robotics» more  IROS 2007»
16 years 17 days ago
Obstacle detection from IPM and super-homography
— We present in this article a simple method to estimate an IPM view from an embedded camera. The method is based on the tracking of the road markers assuming that the road is lo...
Nicolas Simond, Michel Parent