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Aug 31, 2011
Artificial Intelligence
Machine Learning

Transfer from Multiple MDPs

Transfer reinforcement learning (RL) methods leverage on the experience collected on a set of source tasks to speed-up RL algorithms. A simple and ef…
Sep 17, 2014
Computational Engineering
Finance
and Science i

Efficient Uncertainty Quantification for the Periodic Steady State of…

This brief paper proposes an uncertainty quantification method for the periodic steady-state (PSS) analysis with both Gaussian and non-Gaussian varia…
May 28, 2014
Systems and Control

Performance assessment and design of abstracted models for stochastic…

In this paper, a simulation-based method for the analysis and design of abstracted models for a stochastic hybrid system is proposed. The accuracy of…
May 13, 2010
Software Engineering

Incorporating prediction models in the SelfLet framework: a plugin …

A complex pervasive system is typically composed of many cooperating \emph{nodes}, running on machines with different capabilities, and pervasively d…
Jan 09, 2014
Networking and Internet Architecture
Systems and Control

Robust Energy Management for Green and Survivable IP Networks

Despite the growing necessity to make Internet greener, it is worth pointing out that energy-aware strategies to minimize network energy consumption …
Mar 05, 2014
Systems and Control

Under Assumption 5, Assumption 1 is satisfied for d1∈N, Gd1:[Δ×{0,1}]d1→D. Then, there exists md1({δi}mi=1)∈Id1 such that Hmd1=Gd1({(δi,\mathbbm1T(δi))}i∈md1) is consistent with {(δi,\mathbbm1T(δi))}mi=1. Since Hmd1={δ∈Δ: g(xd1({δi}i∈md1),δ)≤0},

On the connection between compression learning and scenario based o…

We investigate the connections between compression learning and scenario based optimization. We first show how to strengthen, or relax the consistenc…
Dec 12, 2011
Information Theory
Networking and Internet Architecture

Medium Access Control Protocols for Wireless Sensor Networks with Ene…

The design of Medium Access Control (MAC) protocols for wireless sensor networks (WSNs) has been conventionally tackled by assuming battery-powered d…
Aug 18, 2011
Formal Languages and Automata Theory

We have generalized Medvedev’s homomorphic characterization of regular languages: instead of using as generator a local language over a large alphabet, which depends on the complexity of the regular language, we can use a strictly locally testable l…

From Regular to Strictly Locally Testable Languages

A classical result (often credited to Y. Medvedev) states that every language recognized by a finite automaton is the homomorphic image of a local la…
Jun 25, 2010
Computer Science and Game Theory
Networking and Internet Architecture

A Game Theoretical Analysis of Localization Security in Wireless Sens…

Wireless Sensor Networks (WSN) support data collection and distributed data processing by means of very small sensing devices that are easy to tamper…
Jul 07, 2017
Computer Science and Game Theory
Artificial Intelligence

Methods for finding leader--follower equilibria with multiple followe…

The concept of leader--follower (or Stackelberg) equilibrium plays a central role in a number of real--world applications of game theory. While the c…
Oct 25, 2012
Systems and Control
Optimization and Control

Plug-and-Play Model Predictive Control based on robust control invari…

In this paper we consider a linear system represented by a coupling graph between subsystems and propose a distributed control scheme capable to guar…
Feb 01, 2013
Systems and Control

Plug-and-Play Decentralized Model Predictive Control

In this paper we consider a linear system structured into physically coupled subsystems and propose a decentralized control scheme capable to guarant…
Dec 06, 2011
Optimization and Control
Data Structures and Algorithms
Systems and Control

On the Optimal Scheduling of Independent, Symmetric and Time-Sensitiv…

Consider a discrete-time system in which a centralized controller (CC) is tasked with assigning at each time interval (or slot) K resources (or serve…
Nov 06, 2013
Software Engineering

Verification for Reliable Product Lines

Many product lines are critical, and therefore reliability is a vital part of their requirements. Reliability is a probabilistic property. We therefo…
Apr 28, 2011
Distributed
Parallel
and Cluster Computing
Performance

A Framework for QoS-aware Execution of Workflows over the Cloud

The Cloud Computing paradigm is providing system architects with a new powerful tool for building scalable applications. Clouds allow allocation of r…
Dec 17, 2009
Computer Science and Game Theory
Multiagent Systems

A Formal Framework for Mobile Robot Patrolling in Arbitrary Environme…

Using mobile robots for autonomous patrolling of environments to prevent intrusions is a topic of increasing practical relevance. One of the most cha…
Feb 13, 2013
Information Theory

Output Filter Aware Optimization of the Noise Shaping Properties of …

The Noise Transfer Function (NTF) of {\Delta}{\Sigma} modulators is typically designed after the features of the input signal. We suggest that in man…
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