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» Modelling Uncertainty in Agent Programming
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2003
IEEE
15 years 7 months ago
Event-Driven Support of Real-Time Sentient Objects
The emergence of applications operating independently of direct human control is inevitable. Research on high-level models for this class of applications— e.g. on autonomous age...
Paulo Veríssimo, Antonio Casimiro
158
Voted
ICFEM
2010
Springer
15 years 29 days ago
A Methodology for Automatic Diagnosability Analysis
We present an algorithm based on temporal-epistemic model checking combined with fault injection to analyse automatically the diagnosability of faults by agents in the system. We d...
Jonathan Ezekiel, Alessio Lomuscio
SARA
2009
Springer
15 years 9 months ago
A Practical Use of Imperfect Recall
Perfect recall is the common and natural assumption that an agent never forgets. As a consequence, the agent can always condition its choice of action on any prior observations. I...
Kevin Waugh, Martin Zinkevich, Michael Johanson, M...
117
Voted
MP
2011
14 years 9 months ago
An FPTAS for minimizing the product of two non-negative linear cost functions
We consider a quadratic programming (QP) problem (Π) of the form min xT Cx subject to Ax ≥ b where C ∈ Rn×n + , rank(C) = 1 and A ∈ Rm×n , b ∈ Rm . We present an FPTAS ...
Vineet Goyal, Latife Genç Kaya, R. Ravi
149
Voted
AAAI
2012
13 years 4 months ago
Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
Tomer Levinboim, Fei Sha