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CORR
2010
Springer
136views Education» more  CORR 2010»
13 years 4 months ago
The Highest Expected Reward Decoding for HMMs with Application to Recombination Detection
Abstract. Hidden Markov models are traditionally decoded by the Viterbi algorithm which finds the highest probability state path in the model. In recent years, several limitations ...
Michal Nánási, Tomás Vinar, B...
ICML
2006
IEEE
14 years 7 months ago
An intrinsic reward mechanism for efficient exploration
How should a reinforcement learning agent act if its sole purpose is to efficiently learn an optimal policy for later use? In other words, how should it explore, to be able to exp...
Özgür Simsek, Andrew G. Barto
ICFP
2007
ACM
14 years 6 months ago
McErlang: a model checker for a distributed functional programming language
We present a model checker for verifying distributed programs written in the Erlang programming language. Providing a model checker for Erlang is especially rewarding since the la...
Hans Svensson, Lars-Åke Fredlund
SIGCOMM
1998
ACM
13 years 10 months ago
Accelerated Reliability Analysis for Self-Healing SONET Networks
Recently, a parametric State Reward Markov Model SRMM p has been developed for the reliability and availability analysis of self-healing SONET mesh networks 2 . In this paper, w...
Hakki C. Cankaya, V. S. S. Nair
WSC
2001
13 years 8 months ago
On improving the performance of simulation-based algorithms for average reward processes with application to network pricing
We address performance issues associated with simulationbased algorithms for optimizing Markov reward processes. Specifically, we are concerned with algorithms that exploit the re...
Enrique Campos-Náñez, Stephen D. Pat...