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» Perturbation Analysis with Qualitative Models
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AAMAS
2007
Springer
14 years 2 months ago
Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game
Abstract. The application of reinforcement learning algorithms to multiagent domains may cause complex non-convergent dynamics. The replicator dynamics, commonly used in evolutiona...
Alessandro Lazaric, Jose Enrique Munoz de Cote, Fa...
ESEM
2009
ACM
14 years 2 months ago
Quality models in practice: A preliminary analysis
This paper presents the findings of a survey on quality models in practice conducted among four software companies in Germany. In the first phase of the study, 25 quality manage...
Stefan Wagner, Klaus Lochmann, Sebastian Winter, A...
IROS
2009
IEEE
230views Robotics» more  IROS 2009»
14 years 2 months ago
Stability and robustness analysis tools for marine robot localization and SLAM applications
— Our aim is to explore the fundamental stability issues of a robotic vehicle carrying out localization, mapping, and feedback control in a perturbation-filled environment. Moti...
Brendan Englot, Franz Hover
FLAIRS
2001
13 years 9 months ago
Graphical Analysis of Value of Information in Decision Models
Wereviewand extendthe qualitative relationships about the informational relevanceof variables in graphical decision modelsbased on conditional independenciesrevealedthroughgraphic...
Songsong Xu, Kim-Leng Poh, Eric Horvitz
AMC
2008
99views more  AMC 2008»
13 years 8 months ago
Markov chain network training and conservation law approximations: Linking microscopic and macroscopic models for evolution
In this paper, a general framework for the analysis of a connection between the training of artificial neural networks via the dynamics of Markov chains and the approximation of c...
Roderick V. N. Melnik