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CORR
2011
Springer
186views Education» more  CORR 2011»
12 years 11 months ago
A Real-Time Model-Based Reinforcement Learning Architecture for Robot Control
Todd Hester, Michael Quinlan, Peter Stone
ICRA
2008
IEEE
129views Robotics» more  ICRA 2008»
14 years 2 months ago
Compliant manipulation for peg-in-hole: Is passive compliance a key to learn contact motion?
— We examine the usefulness of passive compliance in a manipulator that learns contact motion. Based on the notice that humans outperforms robots with the contact motion, we foll...
Seung-kook Yun
ICRA
2005
IEEE
140views Robotics» more  ICRA 2005»
14 years 1 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
2008
IEEE
128views Robotics» more  ICRA 2008»
14 years 2 months ago
Intrinsically motivated hierarchical manipulation
— We present a framework for the programming of manipulation behavior by means of an intrinsic reward function that encourages the building of deep control knowledge. We show how...
Stephen Hart, Shijaj Sen, Roderic A. Grupen