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CEC
2003
IEEE
14 years 2 months ago
Learning DFA: evolution versus evidence driven state merging
Learning Deterministic Finite Automata (DFA) is a hard task that has been much studied within machine learning and evolutionary computation research. This paper presents a new met...
Simon M. Lucas, T. Jeff Reynolds
ACSD
2003
IEEE
105views Hardware» more  ACSD 2003»
14 years 17 days ago
Detecting State Coding Conflicts in STG Unfoldings Using SAT
Abstract. The behaviour of asynchronous circuits is often described by Signal Transition Graphs (STGs), which are Petri nets whose transitions are interpreted as rising and falling...
Victor Khomenko, Maciej Koutny, Alexandre Yakovlev
ICDCSW
2005
IEEE
14 years 2 months ago
State Checksum and Its Role in System Stabilization
Although a self-stabilizing system that suffers from a transient fault is guaranteed to converge to a legitimate state after a finite number of steps, the convergence can be slow ...
Chin-Tser Huang, Mohamed G. Gouda
ICML
2006
IEEE
14 years 9 months ago
Probabilistic inference for solving discrete and continuous state Markov Decision Processes
Inference in Markov Decision Processes has recently received interest as a means to infer goals of an observed action, policy recognition, and also as a tool to compute policies. ...
Marc Toussaint, Amos J. Storkey
CAV
2004
Springer
130views Hardware» more  CAV 2004»
14 years 20 days ago
Global Model-Checking of Infinite-State Systems
Abstract. We extend the automata-theoretic framework for reasoning about infinitestate sequential systems to handle also the global model-checking problem. Our framework is based o...
Nir Piterman, Moshe Y. Vardi