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» The Complexity of the Matching-Cut Problem
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145
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PDPTA
2000
15 years 4 months ago
A Reusable Software Framework for Distributed Decision-Making Protocols
Developers of programs for distributed systems spend considerable time designing solutions to various complex decision-making problems. The work described in this paper applies th...
Sudharshan Vazhkudai, H. Conrad Cunningham
115
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CI
1998
82views more  CI 1998»
15 years 3 months ago
Perceiving and Reasoning about a Changing World
A rational agent (artificial or otherwise) residing in a complex changing environment must gather information perceptually, update that information as the world changes, and combi...
John L. Pollock
JMLR
2010
109views more  JMLR 2010»
14 years 10 months ago
Matrix Completion from Noisy Entries
Given a matrix M of low-rank, we consider the problem of reconstructing it from noisy observations of a small, random subset of its entries. The problem arises in a variety of app...
Raghunandan H. Keshavan, Andrea Montanari, Sewoong...
122
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SIAMCOMP
2010
96views more  SIAMCOMP 2010»
14 years 10 months ago
Quantified Equality Constraints
An equality template (also equality constraint language) is a relational structure with infinite universe whose relations can be defined by boolean combinations of equalities. We ...
Manuel Bodirsky, Hubie Chen
160
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AGI
2011
14 years 7 months ago
Reinforcement Learning and the Bayesian Control Rule
We present an actor-critic scheme for reinforcement learning in complex domains. The main contribution is to show that planning and I/O dynamics can be separated such that an intra...
Pedro Alejandro Ortega, Daniel Alexander Braun, Si...