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AUTONOMICS
2008
ACM
15 years 5 months ago
Autonomic management via dynamic combinations of reusable strategies
Autonomic Management capabilities become increasingly important for attaining functional and quality goals in software systems. Nonetheless, successful Autonomic Management soluti...
Ada Diaconescu, Yoann Maurel, Philippe Lalanda
AAAI
2006
15 years 4 months ago
Using Homomorphisms to Transfer Options across Continuous Reinforcement Learning Domains
We examine the problem of Transfer in Reinforcement Learning and present a method to utilize knowledge acquired in one Markov Decision Process (MDP) to bootstrap learning in a mor...
Vishal Soni, Satinder P. Singh
FORTE
2000
15 years 4 months ago
On Test Derivation from Partial Specifications
The paper addresses the problem of test derivation from partially defined specifications. A specification is modeled by an Input/Output FSM such that transitions from some states ...
Alexandre Petrenko, Nina Yevtushenko
CORR
2010
Springer
140views Education» more  CORR 2010»
15 years 3 months ago
Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals
In this paper, we consider the problem of estimating finite rate of innovation (FRI) signals from noisy measurements, and specifically analyze the interaction between FRI technique...
Zvika Ben-Haim, Tomer Michaeli, Yonina C. Eldar
TACAS
2010
Springer
212views Algorithms» more  TACAS 2010»
15 years 1 months ago
Assume-Guarantee Verification for Probabilistic Systems
Abstract. We present a compositional verification technique for systems that exhibit both probabilistic and nondeterministic behaviour. We adopt an assume-guarantee approach to ver...
Marta Z. Kwiatkowska, Gethin Norman, David Parker,...