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AIHC
2007
Springer
13 years 11 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
MICAI
2009
Springer
13 years 12 months ago
A Two-Stage Relational Reinforcement Learning with Continuous Actions for Real Service Robots
Reinforcement Learning is a commonly used technique in robotics, however, traditional algorithms are unable to handle large amounts of data coming from the robot’s sensors, requi...
Julio H. Zaragoza, Eduardo F. Morales
GECCO
2003
Springer
114views Optimization» more  GECCO 2003»
13 years 10 months ago
Integration of Genetic Programming and Reinforcement Learning for Real Robots
Shotaro Kamio, Hideyuki Mitsuhasi, Hitoshi Iba
CORR
2011
Springer
186views Education» more  CORR 2011»
12 years 8 months ago
A Real-Time Model-Based Reinforcement Learning Architecture for Robot Control
Todd Hester, Michael Quinlan, Peter Stone
IROS
2006
IEEE
190views Robotics» more  IROS 2006»
13 years 11 months ago
Q-RAN: A Constructive Reinforcement Learning Approach for Robot Behavior Learning
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
Jun Li, Achim J. Lilienthal, Tomás Mart&iac...