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ICASSP
2011
IEEE
12 years 11 months ago
Modified embedding for multi-regime detection in nonstationary streaming data
Many practical data streams are typically composed of several states known as regimes. In this paper, we invoke phase space reconstruction methods from non-linear time series and ...
Evan Kriminger, José Carlos Príncipe...
FPL
2003
Springer
81views Hardware» more  FPL 2003»
14 years 25 days ago
Software Decelerators
This paper introduces the notion of a software decelerator, to be used in logic-centric system architectures. Functions are offloaded from logic to a processor, accepting a speed ...
Eric Keller, Gordon J. Brebner, Philip James-Roxby
ICRA
2009
IEEE
227views Robotics» more  ICRA 2009»
14 years 2 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
CDC
2010
IEEE
138views Control Systems» more  CDC 2010»
13 years 2 months ago
Sensor-based robot deployment algorithms
Abstract-- In robot deployment problems, the fundamental issue is to optimize a steady state performance measure that depends on the spatial configuration of a group of robots. For...
Jerome Le Ny, George J. Pappas
ECOOPW
1997
Springer
13 years 11 months ago
The Object Model for a Product Based Development Process
The traditional workflow process model is typically illustrated with a graph of activities, tasks, deliverables and techniques. From an object-oriented perspective, every identifi...
Pavel Hruby