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» A temporal logic for Markov chains
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JAPLL
2010
85views more  JAPLL 2010»
13 years 1 months ago
Hybrid logic with the difference modality for generalisations of graphs
We discuss recent work generalising the basic hybrid logic with the difference modality to any reasonable notion of transition. This applies equally to both subrelational transiti...
Robert S. R. Myers, Dirk Pattinson
BIRTHDAY
2008
Springer
13 years 8 months ago
Temporal Verification of Probabilistic Multi-Agent Systems
Abstract. Probabilistic systems of interacting intelligent agents are considered. They have two sources of uncertainty: uncertainty of communication channels and uncertainty of act...
Michael I. Dekhtyar, Alexander Ja. Dikovsky, Mars ...
ICML
2010
IEEE
13 years 7 months ago
Convergence of Least Squares Temporal Difference Methods Under General Conditions
We consider approximate policy evaluation for finite state and action Markov decision processes (MDP) in the off-policy learning context and with the simulation-based least square...
Huizhen Yu
TACAS
2004
Springer
108views Algorithms» more  TACAS 2004»
13 years 11 months ago
Model Checking Discounted Temporal Properties
Temporal logic is two-valued: formulas are interpreted as either true or false. When applied to the analysis of stochastic systems, or systems with imprecise formal models, tempor...
Luca de Alfaro, Marco Faella, Thomas A. Henzinger,...
CVPR
2007
IEEE
14 years 18 days ago
Multiple Target Tracking Using Spatio-Temporal Markov Chain Monte Carlo Data Association
We propose a framework for general multiple target tracking, where the input is a set of candidate regions in each frame, as obtained from a state of the art background learning, ...
Qian Yu, Gérard G. Medioni, Isaac Cohen