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AIHC
2007
Springer
15 years 10 months ago
Emotion and Reinforcement: Affective Facial Expressions Facilitate Robot Learning
Computer models can be used to investigate the role of emotion in learning. Here we present EARL, our framework for the systematic study of the relation between emotion, adaptation...
Joost Broekens
ICRA
2006
IEEE
128views Robotics» more  ICRA 2006»
15 years 10 months ago
Distributed Construction by Mobile Robots with Enhanced Building Blocks
— We describe a system in which autonomous robots assemble two-dimensional structures out of square building blocks. A fixed set of local control rules is sufficient for a grou...
Justin Werfel, Yaneer Bar-Yam, Daniela Rus, Radhik...
ICRA
2005
IEEE
140views Robotics» more  ICRA 2005»
15 years 9 months ago
Fast Reinforcement Learning for Vision-guided Mobile Robots
— This paper presents a new reinforcement learning algorithm for accelerating acquisition of new skills by real mobile robots, without requiring simulation. It speeds up Q-learni...
Tomás Martínez-Marín, Tom Duc...
ICRA
2002
IEEE
110views Robotics» more  ICRA 2002»
15 years 9 months ago
Mobile Robot Localization using an Incremental Eigenspace Model
— When using appearance-based recognition for self-localization of mobile robots, the images obtained during the exploration of the environment need to be efficiently stored in t...
Matej Artac, Matjaz Jogan, Ales Leonardis
CORR
2006
Springer
101views Education» more  CORR 2006»
15 years 4 months ago
Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot
We address the problem of autonomously learning controllers for visioncapable mobile robots. We extend McCallum's (1995) Nearest-Sequence Memory algorithm to allow for genera...
Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter,...