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IROS
2007
IEEE
132views Robotics» more  IROS 2007»
15 years 4 months ago
Hysteretic q-learning : an algorithm for decentralized reinforcement learning in cooperative multi-agent teams
— Multi-agent systems (MAS) are a field of study of growing interest in a variety of domains such as robotics or distributed controls. The article focuses on decentralized reinf...
Laëtitia Matignon, Guillaume J. Laurent, Nadi...
IROS
2006
IEEE
136views Robotics» more  IROS 2006»
15 years 4 months ago
Panoramic View-Based Navigation in Outdoor Environments Based on Support Vector Learning
— This paper describes a panoramic view-based navigation in outdoor environments. We have been developing a two-phase navigation method. In the training phase, the robot acquires...
Hideo Morita, Michael Hild, Jun Miura, Yoshiaki Sh...
ROBOCUP
2004
Springer
110views Robotics» more  ROBOCUP 2004»
15 years 3 months ago
UCHILSIM: A Dynamically and Visually Realistic Simulator for the RoboCup Four Legged League
UCHILSIM is a robotic simulator specially developed for the RoboCup four-legged league. It reproduces with high accuracy the dynamics of AIBO motions and its interactions with the ...
Juan Cristóbal Zagal, Javier Ruiz-del-Solar
ICRA
2003
IEEE
103views Robotics» more  ICRA 2003»
15 years 3 months ago
Automatic detection and response to environmental change
— Robots typically have many sensors which are underutilized. This is usually because no simple mathematical models of the sensors have been developed or the sensors are too nois...
Scott Lenser, Manuela M. Veloso
ICRA
2002
IEEE
105views Robotics» more  ICRA 2002»
15 years 2 months ago
Learning Behavioral Parameterization using Spatio-Temporal Case-Based Reasoning
This paper presents an approach to learning an optimal behavioral parameterization in the framework of a Case-Based Reasoning methodology for autonomous navigation tasks. It is ba...
Maxim Likhachev, Michael Kaess, Ronald C. Arkin