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» Agent Oriented Modelling of Tactical Decision Making
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116
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IAT
2005
IEEE
15 years 6 months ago
Decomposing Large-Scale POMDP Via Belief State Analysis
Partially observable Markov decision process (POMDP) is commonly used to model a stochastic environment with unobservable states for supporting optimal decision making. Computing ...
Xin Li, William K. Cheung, Jiming Liu
91
Voted
CDC
2010
IEEE
154views Control Systems» more  CDC 2010»
14 years 7 months ago
Distributed constrained optimization over noisy networks
In this paper we deal with two problems which are of great interest in the field of distributed decision making and control. The first problem we tackle is the problem of achieving...
Kunal Srivastava, Angelia Nedic, Dusan M. Stipanov...
111
Voted
TASE
2008
IEEE
15 years 12 days ago
Mechanism Design for Single Leader Stackelberg Problems and Application to Procurement Auction Design
In this paper, we focus on mechanism design for single leader Stackelberg problems, which are a special case of hierarchical decision making problems in which a distinguished agent...
Dinesh Garg, Y. Narahari
90
Voted
AAAI
2007
15 years 2 months ago
Optimizing Anthrax Outbreak Detection Using Reinforcement Learning
The potentially catastrophic impact of a bioterrorist attack makes developing effective detection methods essential for public health. In the case of anthrax attack, a delay of ho...
Masoumeh T. Izadi, David L. Buckeridge
119
Voted
VLUDS
2010
225views Visualization» more  VLUDS 2010»
14 years 7 months ago
Visualization in Human-Centered Virtual Factories
In a manufacturing system (MS), a wide range of human activities are applied in production processes. The human factor plays a core role and should be incorporated into the design...
Xiang Yang, Eduard Deines, Jan C. Aurich