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» Developmental learning for autonomous robots
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IROS
2009
IEEE
172views Robotics» more  IROS 2009»
15 years 6 months ago
System interdependence analysis for autonomous mobile robots
Abstract— Autonomous mobile robots are deployed in a variety of application domains, resulting in scenario specific implementations. However these systems share common component...
Florian Rohrmüller, Georgios Lidoris, Dirk Wo...
FSKD
2007
Springer
277views Fuzzy Logic» more  FSKD 2007»
15 years 6 months ago
Autonomous Robot Control Using Evidential Reasoning
Evidence theory has been widely applied to uncertainty reasoning. In this paper a finite state machine with evidential reasoning is proposed to control autonomous robots. The Khep...
Qingxiang Wu, David A. Bell, Rashid Hafeez Khokhar...
IROS
2007
IEEE
157views Robotics» more  IROS 2007»
15 years 6 months ago
Autonomous blimp control using model-free reinforcement learning in a continuous state and action space
— In this paper, we present an approach that applies the reinforcement learning principle to the problem of learning height control policies for aerial blimps. In contrast to pre...
Axel Rottmann, Christian Plagemann, Peter Hilgers,...
IBERAMIA
2004
Springer
15 years 5 months ago
Mobile Robotic Supported Collaborative Learning (MRSCL)
In this paper we describe MRSCL Geometry a collaborative educational activity that explores the use of robotic technology and wirelessly connected Pocket PCs as tools for teaching ...
Rubén Mitnik, Miguel Nussbaum, Alvaro Soto
HEURISTICS
2008
170views more  HEURISTICS 2008»
14 years 11 months ago
Accelerating autonomous learning by using heuristic selection of actions
This paper investigates how to make improved action selection for online policy learning in robotic scenarios using reinforcement learning (RL) algorithms. Since finding control po...
Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna...