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» Analysis and modeling of control tasks in dynamic systems
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RTSS
2000
IEEE
15 years 10 months ago
Performance Specifications and Metrics for Adaptive Real-Time Systems
While early research on real-time computing was concerned with guaranteeing avoidance of undesirable effects such as overload and deadline misses, adaptive real-time systems are d...
Chenyang Lu, John A. Stankovic, Tarek F. Abdelzahe...
AAAI
2011
14 years 6 months ago
Combining Learned Discrete and Continuous Action Models
Action modeling is an important skill for agents that must perform tasks in novel domains. Previous work on action modeling has focused on learning STRIPS operators in discrete, r...
Joseph Z. Xu, John E. Laird
IROS
2007
IEEE
143views Robotics» more  IROS 2007»
16 years 20 days ago
Target tracking control with limited communication and steering dynamics
Abstract— This paper presents a study which extends previous work on collective motion control of a group of vehicles for target tracking. The approach is to drive the group cent...
Anawat Pongpunwattana, Benjamin I. Triplett, Krist...
ICMLA
2009
15 years 4 months ago
Sensitivity Analysis of POMDP Value Functions
In sequential decision making under uncertainty, as in many other modeling endeavors, researchers observe a dynamical system and collect data measuring its behavior over time. The...
Stéphane Ross, Masoumeh T. Izadi, Mark Merc...
BMCBI
2007
172views more  BMCBI 2007»
15 years 6 months ago
Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks
Background: Reverse engineering cellular networks is currently one of the most challenging problems in systems biology. Dynamic Bayesian networks (DBNs) seem to be particularly su...
Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, R...