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MICAI
2007
Springer
16 years 1 months ago
On Conditions for Intermittent Search in Self-organizing Neural Networks
Self-organizing neural networks (SONN) driven by softmax weight renormalization are capable of finding high quality solutions of difficult assignment optimization problems. The r...
Peter Tino
GI
2005
Springer
16 years 29 days ago
Kooperative Roboter im studentischen Softwarepraktikum
: Die Arbeitsgruppe Echtzeitsysteme und Kommunikation an der Fakultät für Informatik der Otto-von-Guericke-Universität Magdeburg nutzt die Attraktivität von Roboterbaukästen, ...
Edgar Nett, Manuela Kanneberg
172
Voted
NIPS
2003
15 years 8 months ago
Policy Search by Dynamic Programming
We consider the policy search approach to reinforcement learning. We show that if a “baseline distribution” is given (indicating roughly how often we expect a good policy to v...
J. Andrew Bagnell, Sham Kakade, Andrew Y. Ng, Jeff...
181
Voted
CRV
2009
IEEE
206views Robotics» more  CRV 2009»
16 years 2 months ago
Unsupervised Learning of Terrain Appearance for Automated Coral Reef Exploration
We describe a navigation and coverage system based on unsupervised learning driven by visual input. Our objective is to allow a robot to remain continuously moving above a terrain...
Philippe Giguère, Gregory Dudek, Chris Prah...
208
Voted
IROS
2009
IEEE
275views Robotics» more  IROS 2009»
16 years 2 months ago
A stereo vision based mapping algorithm for detecting inclines, drop-offs, and obstacles for safe local navigation
— Mobile robots have to detect and handle a variety of potential hazards to navigate autonomously. We present a real-time stereo vision based mapping algorithm for identifying an...
Aniket Murarka, Benjamin Kuipers