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» Inspector Methods for State Abstraction
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ATAL
2010
Springer
14 years 10 months ago
Learning multi-agent state space representations
This paper describes an algorithm, called CQ-learning, which learns to adapt the state representation for multi-agent systems in order to coordinate with other agents. We propose ...
Yann-Michaël De Hauwere, Peter Vrancx, Ann No...
ECML
2004
Springer
15 years 3 months ago
Batch Reinforcement Learning with State Importance
Abstract. We investigate the problem of using function approximation in reinforcement learning where the agent’s policy is represented as a classifier mapping states to actions....
Lihong Li, Vadim Bulitko, Russell Greiner
CAV
2008
Springer
170views Hardware» more  CAV 2008»
14 years 11 months ago
Local Proofs for Linear-Time Properties of Concurrent Programs
Abstract. This paper develops a local reasoning method to check lineartime temporal properties of concurrent programs. In practice, it is often infeasible to model check over the p...
Ariel Cohen 0002, Kedar S. Namjoshi
EMSOFT
2009
Springer
15 years 4 months ago
Analytic real-time analysis and timed automata: a hybrid method for analyzing embedded real-time systems
This paper advocates a strict compositional and hybrid approach for obtaining key (performance) metrics of embedded At its core the developed methodology abstracts system componen...
Kai Lampka, Simon Perathoner, Lothar Thiele
89
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CANS
2011
Springer
254views Cryptology» more  CANS 2011»
13 years 9 months ago
Algebraic Cryptanalysis of the Round-Reduced and Side Channel Analysis of the Full PRINTCipher-48
Abstract. In this paper we analyze the recently proposed light-weight block cipher PRINTCipher. Applying algebraic methods and SAT-solving we are able to break 8 rounds of PRINTCip...
Stanislav Bulygin, Johannes Buchmann