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ICRA
2003
IEEE
109views Robotics» more  ICRA 2003»
13 years 9 months ago
Learning to optimize mobile robot navigation based on HTN plans
Thorsten Belker, Martin Hammel, Joachim Hertzberg
AGENTS
2001
Springer
13 years 9 months ago
Learning structured reactive navigation plans from executing MDP navigation policies
Autonomous robots, such as robot office couriers, need navigation routines that support flexible task execution and effective action planning. This paper describes XFRMLEARN, a s...
Michael Beetz, Thorsten Belker
ICML
2000
IEEE
14 years 5 months ago
Learning Probabilistic Models for Decision-Theoretic Navigation of Mobile Robots
Decision-theoretic reasoning and planning algorithms are increasingly being used for mobile robot navigation, due to the signi cant uncertainty accompanying the robots' perce...
Daniel Nikovski, Illah R. Nourbakhsh
IJACTAICIT
2010
237views more  IJACTAICIT 2010»
13 years 1 months ago
Path Planning of Mobile Robot Based on Modification of Vector Field Histogram using Neuro-Fuzzy Algorithm
In this paper, a neuro-fuzzy algorithm has been implemented to improve the path planning of a mobile robot based on modification of vector field histogram (VFH) approach using neu...
Ali H. Hamad, Fatima B. Ibrahim
ICRA
2009
IEEE
125views Robotics» more  ICRA 2009»
13 years 2 months ago
Real-world robot navigation amongst deformable obstacles
Abstract-- In this paper, we consider the problem of mobile robots navigating in environments with non-rigid objects. Whereas robots can plan their paths more effectively when they...
Barbara Frank, Cyrill Stachniss, Ruediger Schmeddi...