Performance prediction of an unmanned airborne vehicle multi-agent system

Z Lian, A Deshmukh - European Journal of Operational Research, 2006 - Elsevier
Consider unmanned airborne vehicle (UAV) control agents in a dynamic multi-agent system.
The agents must have a set of goals such as destination airport and intermediate positions …

Resource allocation among agents with MDP-induced preferences

DA Dolgov, EH Durfee - Journal of Artificial Intelligence Research, 2006 - jair.org
Allocating scarce resources among agents to maximize global utility is, in general,
computationally challenging. We focus on problems where resources enable agents to …

Converging marriage in honey-bees optimization and application to stochastic dynamic programming

HS Chang - Journal of Global Optimization, 2006 - Springer
In this paper, we first refine a recently proposed metaheuristic called “Marriage in Honey-
Bees Optimization”(MBO) for solving combinatorial optimization problems with some …

Programmation répartie, optimisation par agent mobile

S El Falou - 2006 - theses.hal.science
Pour bien fonctionner, une application répartie nécessite de communiquer et d'échanger
des informations entre ces différentes entités. Les agents mobiles apparaissent dans ce …

[PDF][PDF] Stochastic Over-Subscription Planning Using Hierarchies of MDPs.

N Meuleau, RI Brafman, E Benazera - ICAPS, 2006 - cdn.aaai.org
In over-subscription planning (OSP), the set of goals is not achievable jointly, and the task is
to find a plan that attains the best feasible subset of goals given resource constraints. Recent …

A new hybrid GA-MDP algorithm for the frequency assignment problem

L Idoumghar, R Schott - 2006 18th IEEE International …, 2006 - ieeexplore.ieee.org
We propose a novel algorithm called GA-MDP for solving the frequency assignment
problem. GA-MDP inherits the spirit of genetic algorithms with an adaptation of Markov …

[图书][B] Integrated resource allocation and planning in stochastic multiagent environments

DA Dolgov - 2006 - search.proquest.com
Resource allocation is a ubiquitous problem that arises whenever scarce resources have to
be distributed among multiple autonomous entities (eg, people, companies, robots) …

Efficient control of information flow for distributed multisensor fusion using Markov decision processes

D Akselrod, A Sinha, CV Goldman… - 2006 9th International …, 2006 - ieeexplore.ieee.org
Network-centric multisensor-multitarget tracking has numerous advantages over single-
sensor or single-platform tracking. In this paper, we present a solution to one of the main …

Collaborative sensor management for multitarget tracking using decentralized Markov decision processes

D Akselrod, CV Goldman, A Sinha… - Signal and Data …, 2006 - spiedigitallibrary.org
In this paper, we consider the problem of collaborative sensor management with particular
application to using unmanned aerial vehicles (UAVs) for multitarget tracking. We study the …

LP-based local approximation for Markov decision problems

S Heinz, V Kaibel, M Peinhardt, J Rambau… - 2006 - opus4.kobv.de
The standard computational methods for computing the optimal value functions of Markov
Decision Problems (MDP) require the exploration of the entire state space. This is practically …