Sciweavers

88 search results - page 15 / 18
» A Framework for Reinforcement Learning on Real Robots
Sort
View
MIRRORBOT
2005
Springer
154views Robotics» more  MIRRORBOT 2005»
14 years 28 days ago
Spatial Representation and Navigation in a Bio-inspired Robot
Abstract. A biologically inspired computational model of rodent representation–based (locale) navigation is presented. The model combines visual input in the form of realistic tw...
Denis Sheynikhovich, Ricardo Chavarriaga, Thomas S...
ICRA
2002
IEEE
131views Robotics» more  ICRA 2002»
14 years 11 days ago
Acquisition and Embodiment of Motion Elements in Closed Mimesis Loop
It is needed for humanoid to acquire not only just a trajectory but also aim of the behavior and symbolic information during behavior development. We have proposed the mimesis sys...
Tetsunari Inamura, Iwaki Toshima, Yoshihiko Nakamu...
JAIR
2002
120views more  JAIR 2002»
13 years 7 months ago
Learning Geometrically-Constrained Hidden Markov Models for Robot Navigation: Bridging the Topological-Geometrical Gap
Hidden Markov models hmms and partially observable Markov decision processes pomdps provide useful tools for modeling dynamical systems. They are particularly useful for represent...
Hagit Shatkay, Leslie Pack Kaelbling
ICRA
2005
IEEE
159views Robotics» more  ICRA 2005»
14 years 1 months ago
Learning Sensory Feedback to CPG with Policy Gradient for Biped Locomotion
— This paper proposes a learning framework for a CPG-based biped locomotion controller using a policy gradient method. Our goal in this study is to develop an efficient learning...
Takamitsu Matsubara, Jun Morimoto, Jun Nakanishi, ...
AUSAI
2005
Springer
14 years 1 months ago
Adaptive Utility-Based Scheduling in Resource-Constrained Systems
This paper addresses the problem of scheduling jobs in soft real-time systems, where the utility of completing each job decreases over time. We present a utility-based framework fo...
David Vengerov