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ICRA
2009
IEEE
227views Robotics» more  ICRA 2009»
14 years 5 months ago
Adaptive autonomous control using online value iteration with gaussian processes
— In this paper, we present a novel approach to controlling a robotic system online from scratch based on the reinforcement learning principle. In contrast to other approaches, o...
Axel Rottmann, Wolfram Burgard
ICRA
2009
IEEE
142views Robotics» more  ICRA 2009»
14 years 5 months ago
Pose estimation and adaptive robot behaviour for human-robot interaction
— This paper introduces a new method to determine a person’s pose based on laser range measurements. Such estimates are typically a prerequisite for any human-aware robot navig...
Mikael Svenstrup, Søren Tranberg Hansen, Ha...
ICRA
2009
IEEE
132views Robotics» more  ICRA 2009»
14 years 5 months ago
Smoothed Sarsa: Reinforcement learning for robot delivery tasks
— Our goal in this work is to make high level decisions for mobile robots. In particular, given a queue of prioritized object delivery tasks, we wish to find a sequence of actio...
Deepak Ramachandran, Rakesh Gupta
ICST
2009
IEEE
14 years 5 months ago
Optimizing Generation of Object Graphs in Java PathFinder
Java PathFinder (JPF) is a popular model checker for Java programs. JPF was used to generate object graphs as test inputs for object-oriented programs. Specifically, JPF was used...
Milos Gligoric, Tihomir Gvero, Steven Lauterburg, ...
IPPS
2009
IEEE
14 years 5 months ago
Elastic scaling of data parallel operators in stream processing
We describe an approach to elastically scale the performance of a data analytics operator that is part of a streaming application. Our techniques focus on dynamically adjusting th...
Scott Schneider, Henrique Andrade, Bugra Gedik, Al...