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ATAL
2004
Springer
15 years 12 months ago
Time-Extended Policies in Multi-Agent Reinforcement Learning
Many algorithms such as Q-learning successfully address reinforcement learning in single-agent multi-time-step problems. In addition there are methods that address reinforcement l...
Kagan Tumer, Adrian K. Agogino
SAT
2004
Springer
88views Hardware» more  SAT 2004»
15 years 11 months ago
Improving First-order Model Searching by Propositional Reasoning and Lemma Learning
The finite model generation problem in the first-order logic is a generalization of the propositional satisfiability (SAT) problem. An essential algorithm for solving the proble...
Zhuo Huang, Hantao Zhang, Jian Zhang
WAOA
2004
Springer
142views Algorithms» more  WAOA 2004»
15 years 11 months ago
This Side Up!
Abstract. We consider two- and three-dimensional bin packing problems where 90◦ rotations are allowed. We improve all known asymptotic performance bounds for these problems. In p...
Leah Epstein, Rob van Stee
COMPOS
1997
Springer
15 years 10 months ago
Compositional Reasoning in Model Checking
The main problem in model checking that prevents it from being used for veri cation of large systems is the state explosion problem. This problem often arises from combining parall...
Sergey Berezin, Sérgio Vale Aguiar Campos, ...
EUSFLAT
2003
110views Fuzzy Logic» more  EUSFLAT 2003»
15 years 7 months ago
Genetic algorithm in expert system of choice in the investment projects
The paper is devoted to the problems of using the algorithms in expert systems of choice in the investment projects; singularities of such algorithms and their functioning in diff...
A. Ya. Kuziomin, A. O. Havrilov, Vladimir Drobynsk...