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» Game-based Abstraction for Markov Decision Processes
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90
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JSAC
2011
82views more  JSAC 2011»
14 years 6 months ago
Optimal Cognitive Access of Markovian Channels under Tight Collision Constraints
Abstract—The problem of cognitive access of channels of primary users by a secondary user is considered. The transmissions of primary users are modeled as independent continuous-...
Xin Li, Qianchuan Zhao, Xiaohong Guan, Lang Tong
CORR
2006
Springer
100views Education» more  CORR 2006»
14 years 11 months ago
Capacity of Cooperative Fusion in the Presence of Byzantine Sensors
Abstract-- The problem of cooperative fusion in the presence of both Byzantine sensors and misinformed sensors is considered. An information theoretic formulation is used to charac...
Oliver Kosut, Lang Tong
68
Voted
ICML
2007
IEEE
16 years 14 days ago
Automatic shaping and decomposition of reward functions
This paper investigates the problem of automatically learning how to restructure the reward function of a Markov decision process so as to speed up reinforcement learning. We begi...
Bhaskara Marthi
83
Voted
ALDT
2009
Springer
140views Algorithms» more  ALDT 2009»
15 years 6 months ago
Directional Decomposition of Multiattribute Utility Functions
Abstract. Several schemes have been proposed for compactly representing multiattribute utility functions, yet none seems to achieve the level of success achieved by Bayesian and Ma...
Ronen I. Brafman, Yagil Engel
89
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QEST
2008
IEEE
15 years 6 months ago
CaVi -- Simulation and Model Checking for Wireless Sensor Networks
CaVi provides a uniform interface to state-of-the-art simulation methods and formal verification methods for wireless sensor network. Simulation is suitable to examine the behavi...
Athanassios Boulis, Ansgar Fehnker, Matthias Fruth...