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ICML
2000
IEEE
15 years 10 months ago
Lightweight Rule Induction
We propose a new rule induction algorithm for solving classification problems via probability estimation. The main advantage of decision rules is their simplicity and good interp...
Sholom M. Weiss, Nitin Indurkhya
ECP
1999
Springer
190views Robotics» more  ECP 1999»
15 years 10 months ago
Probabilistic Planning in the Graphplan Framework
We consider the problem of planning optimally in potentially concurrent probabilistic domains: actions have probabilistic effects and may execute in parallel under certain conditi...
Avrim Blum, John Langford
APN
2009
Springer
15 years 10 months ago
Deficiency Zero Petri Nets and Product Form
Abstract. Consider a Markovian Petri net with race policy. The marking process has a "product form" stationary distribution if the probability of viewing a given marking ...
Jean Mairesse, Hoang-Thach Nguyen
AUSAI
2007
Springer
15 years 10 months ago
Planning as Satisfiability with Relaxed $-Step Plans
Planning as satisfiability is a powerful approach to solving domain independent planning problems. In this paper, we consider a relaxed semantics for plans with parallel operator a...
Martin Wehrle, Jussi Rintanen
SOFSEM
1997
Springer
15 years 9 months ago
On Finite Representations of Infinite-State Behaviours
Abstract. We examine the problem of finite-state representability of infinitestate processes w.r.t. certain behavioural equivalences. We show that the classical notion of regularit...
Antonín Kucera